Dataset info
| Number of variables | 230 |
|---|---|
| Number of observations | 50000 |
| Missing cells | 8024152 (69.8%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 87.7 MiB |
| Average record size in memory | 1.8 KiB |
Variables types
| Numeric | 126 |
|---|---|
| Categorical | 45 |
| Boolean | 7 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 52 |
| Unsupported | 0 |
Warnings
Var1 has 49298 (> 99.9%) missing values | Missing |
Var10 has 902 (< 0.1%) zeros | Zeros |
Var10 has 48513 (> 99.9%) missing values | Missing |
Var100 has 638 (< 0.1%) zeros | Zeros |
Var100 has 49298 (> 99.9%) missing values | Missing |
Var101 has 49127 (> 99.9%) missing values | Missing |
Var102 has 49549 (> 99.9%) missing values | Missing |
Var103 has 907 (< 0.1%) zeros | Zeros |
Var103 has 48513 (> 99.9%) missing values | Missing |
Var104 is highly skewed (γ1 = 22.967) | Skewed |
Var104 has 49180 (> 99.9%) missing values | Missing |
Var105 is highly correlated with Var104 (ρ = 1) | Rejected |
Var106 has 1296 (< 0.1%) zeros | Zeros |
Var106 has 48421 (> 99.9%) missing values | Missing |
Var107 is highly skewed (γ1 = 34.359) | Skewed |
Var107 has 991 (< 0.1%) zeros | Zeros |
Var107 has 48513 (> 99.9%) missing values | Missing |
Var108 has 49298 (> 99.9%) missing values | Missing |
Var109 is highly skewed (γ1 = 21.136) | Skewed |
Var109 has 2748 (5.5%) zeros | Zeros |
Var109 has 7230 (14.5%) missing values | Missing |
Var11 has 48760 (> 99.9%) missing values | Missing |
Var110 has 49298 (> 99.9%) missing values | Missing |
Var111 has 48871 (> 99.9%) missing values | Missing |
Var112 is highly skewed (γ1 = 21.276) | Skewed |
Var112 has 7076 (14.2%) zeros | Zeros |
Var112 has 5009 (10.0%) missing values | Missing |
Var113 has 951 (< 0.1%) zeros | Zeros |
Var114 has 595 (< 0.1%) zeros | Zeros |
Var114 has 48759 (> 99.9%) missing values | Missing |
Var115 is highly correlated with Var105 (ρ = 0.98305) | Rejected |
Var116 has 49298 (> 99.9%) missing values | Missing |
Var117 has 879 (< 0.1%) zeros | Zeros |
Var117 has 48421 (> 99.9%) missing values | Missing |
Var118 has constant value "3.0" | Rejected |
Var119 is highly skewed (γ1 = 22.46) | Skewed |
Var119 has 1181 (< 0.1%) zeros | Zeros |
Var119 has 5529 (11.1%) missing values | Missing |
Var12 has 49442 (> 99.9%) missing values | Missing |
Var120 has 799 (< 0.1%) zeros | Zeros |
Var120 has 48513 (> 99.9%) missing values | Missing |
Var121 has 49298 (> 99.9%) missing values | Missing |
Var122 has 48759 (> 99.9%) missing values | Missing |
Var123 is highly skewed (γ1 = 28.354) | Skewed |
Var123 has 9405 (18.8%) zeros | Zeros |
Var123 has 5009 (10.0%) missing values | Missing |
Var124 has 1200 (< 0.1%) zeros | Zeros |
Var124 has 48421 (> 99.9%) missing values | Missing |
Var125 is highly skewed (γ1 = 25.482) | Skewed |
Var125 has 10134 (20.3%) zeros | Zeros |
Var125 has 5539 (11.1%) missing values | Missing |
Var126 has 13920 (27.8%) missing values | Missing |
Var127 is highly correlated with Var101 (ρ = 0.95878) | Rejected |
Var128 has 48917 (> 99.9%) missing values | Missing |
Var129 has 49298 (> 99.9%) missing values | Missing |
Var13 has 12258 (24.5%) zeros | Zeros |
Var13 has 5539 (11.1%) missing values | Missing |
Var130 has 48760 (> 99.9%) missing values | Missing |
Var131 has 551 (< 0.1%) zeros | Zeros |
Var131 has 49298 (> 99.9%) missing values | Missing |
Var132 has 36739 (73.5%) zeros | Zeros |
Var132 has 5009 (10.0%) missing values | Missing |
Var133 has 3848 (7.7%) zeros | Zeros |
Var133 has 5009 (10.0%) missing values | Missing |
Var134 has 6629 (13.3%) zeros | Zeros |
Var134 has 5009 (10.0%) missing values | Missing |
Var135 has 48421 (> 99.9%) missing values | Missing |
Var136 has 49306 (> 99.9%) missing values | Missing |
Var137 has 506 (< 0.1%) zeros | Zeros |
Var137 has 49298 (> 99.9%) missing values | Missing |
Var138 has 48421 (> 99.9%) missing values | Missing |
Var139 has 799 (< 0.1%) zeros | Zeros |
Var139 has 48513 (> 99.9%) missing values | Missing |
Var14 has 1154 (< 0.1%) zeros | Zeros |
Var14 has 48760 (> 99.9%) missing values | Missing |
Var140 is highly skewed (γ1 = 53.188) | Skewed |
Var140 has 13090 (26.2%) zeros | Zeros |
Var140 has 5539 (11.1%) missing values | Missing |
Var141 has constant value "nan" | Rejected |
Var142 has 49298 (> 99.9%) missing values | Missing |
Var143 has 5009 (10.0%) missing values | Missing |
Var144 has 14108 (28.2%) zeros | Zeros |
Var144 has 5529 (11.1%) missing values | Missing |
Var145 is highly correlated with Var128 (ρ = 1) | Rejected |
Var146 has 1210 (< 0.1%) zeros | Zeros |
Var146 has 48513 (> 99.9%) missing values | Missing |
Var147 has 523 (< 0.1%) zeros | Zeros |
Var147 has 48513 (> 99.9%) missing values | Missing |
Var148 is highly skewed (γ1 = 20.663) | Skewed |
Var148 has 640 (< 0.1%) zeros | Zeros |
Var148 has 48513 (> 99.9%) missing values | Missing |
Var149 has 16205 (32.4%) zeros | Zeros |
Var149 has 7230 (14.5%) missing values | Missing |
Var15 has constant value "nan" | Rejected |
Var150 has 939 (< 0.1%) zeros | Zeros |
Var150 has 48421 (> 99.9%) missing values | Missing |
Var151 is highly correlated with Var148 (ρ = 0.91228) | Rejected |
Var152 has 48421 (> 99.9%) missing values | Missing |
Var153 has 2221 (< 0.1%) zeros | Zeros |
Var153 has 5009 (10.0%) missing values | Missing |
Var154 has 49298 (> 99.9%) missing values | Missing |
Var155 has 1430 (< 0.1%) zeros | Zeros |
Var155 has 48421 (> 99.9%) missing values | Missing |
Var156 is highly correlated with Var129 (ρ = 0.9648) | Rejected |
Var157 is highly correlated with Var151 (ρ = 0.93437) | Rejected |
Var158 has 650 (< 0.1%) zeros | Zeros |
Var158 has 49127 (> 99.9%) missing values | Missing |
Var159 has 939 (< 0.1%) zeros | Zeros |
Var159 has 48759 (> 99.9%) missing values | Missing |
Var16 has 48513 (> 99.9%) missing values | Missing |
Var160 is highly skewed (γ1 = 20.528) | Skewed |
Var160 has 3848 (7.7%) zeros | Zeros |
Var160 has 5009 (10.0%) missing values | Missing |
Var161 has 1266 (< 0.1%) zeros | Zeros |
Var161 has 48421 (> 99.9%) missing values | Missing |
Var162 has 747 (< 0.1%) zeros | Zeros |
Var162 has 48759 (> 99.9%) missing values | Missing |
Var163 has 13457 (26.9%) zeros | Zeros |
Var163 has 5009 (10.0%) missing values | Missing |
Var164 has 1296 (< 0.1%) zeros | Zeros |
Var164 has 48421 (> 99.9%) missing values | Missing |
Var165 has 650 (< 0.1%) zeros | Zeros |
Var165 has 49127 (> 99.9%) missing values | Missing |
Var166 is highly correlated with Var148 (ρ = 0.92319) | Rejected |
Var167 has constant value "nan" | Rejected |
Var168 has 49298 (> 99.9%) missing values | Missing |
Var169 has constant value "nan" | Rejected |
Var17 has 939 (< 0.1%) zeros | Zeros |
Var17 has 48421 (> 99.9%) missing values | Missing |
Var170 is highly correlated with Var115 (ρ = 0.96997) | Rejected |
Var171 has 48917 (> 99.9%) missing values | Missing |
Var172 has 48513 (> 99.9%) missing values | Missing |
Var173 has 5009 (10.0%) missing values | Missing |
Var174 is highly skewed (γ1 = 24.509) | Skewed |
Var174 has 964 (< 0.1%) zeros | Zeros |
Var174 has 48421 (> 99.9%) missing values | Missing |
Var175 has constant value "nan" | Rejected |
Var176 is highly skewed (γ1 = 20.665) | Skewed |
Var176 has 1083 (< 0.1%) zeros | Zeros |
Var176 has 48760 (> 99.9%) missing values | Missing |
Var177 has 771 (< 0.1%) zeros | Zeros |
Var177 has 48759 (> 99.9%) missing values | Missing |
Var178 is highly correlated with Var170 (ρ = 0.93208) | Rejected |
Var179 is highly correlated with Var127 (ρ = 0.92604) | Rejected |
Var18 is highly correlated with Var127 (ρ = 0.93899) | Rejected |
Var180 has 49298 (> 99.9%) missing values | Missing |
Var181 has 41990 (84.0%) zeros | Zeros |
Var181 has 5009 (10.0%) missing values | Missing |
Var182 has 706 (< 0.1%) zeros | Zeros |
Var182 has 48421 (> 99.9%) missing values | Missing |
Var183 has 830 (< 0.1%) zeros | Zeros |
Var183 has 48759 (> 99.9%) missing values | Missing |
Var184 is highly skewed (γ1 = 21.022) | Skewed |
Var184 has 771 (< 0.1%) zeros | Zeros |
Var184 has 48759 (> 99.9%) missing values | Missing |
Var185 has constant value "nan" | Rejected |
Var186 has 525 (< 0.1%) zeros | Zeros |
Var186 has 49298 (> 99.9%) missing values | Missing |
Var187 is highly correlated with Var156 (ρ = 0.96139) | Rejected |
Var188 has 48759 (> 99.9%) missing values | Missing |
Var189 has 28978 (58.0%) missing values | Missing |
Var19 has 48421 (> 99.9%) missing values | Missing |
Var190 has 49667 (> 99.9%) missing values | Missing |
Var191 has constant value "r__I" | Rejected |
Var192 has a high cardinality: 362 distinct values | Warning |
Var193 has a high cardinality: 51 distinct values | Warning |
Var194 has 37216 (74.4%) missing values | Missing |
Var197 has a high cardinality: 226 distinct values | Warning |
Var198 has a high cardinality: 4291 distinct values | Warning |
Var199 has a high cardinality: 5074 distinct values | Warning |
Var2 has 48759 (> 99.9%) missing values | Missing |
Var20 has constant value "nan" | Rejected |
Var200 has a high cardinality: 15416 distinct values | Warning |
Var200 has 25408 (50.8%) missing values | Missing |
Var201 has 37217 (74.4%) missing values | Missing |
Var202 has a high cardinality: 5714 distinct values | Warning |
Var204 has a high cardinality: 100 distinct values | Warning |
Var205 has 1934 (< 0.1%) missing values | Missing |
Var206 has 5529 (11.1%) missing values | Missing |
Var209 has constant value "nan" | Rejected |
Var21 is highly correlated with Var160 (ρ = 0.92696) | Rejected |
Var212 has a high cardinality: 81 distinct values | Warning |
Var213 has constant value "KdSa" | Rejected |
Var214 has a high cardinality: 15416 distinct values | Warning |
Var214 has 25408 (50.8%) missing values | Missing |
Var215 has constant value "eGzu" | Rejected |
Var216 has a high cardinality: 2016 distinct values | Warning |
Var217 has a high cardinality: 13991 distinct values | Warning |
Var217 has 703 (< 0.1%) missing values | Missing |
Var218 has 703 (< 0.1%) missing values | Missing |
Var219 has 5211 (10.4%) missing values | Missing |
Var22 is highly correlated with Var21 (ρ = 1) | Rejected |
Var220 has a high cardinality: 4291 distinct values | Warning |
Var222 has a high cardinality: 4291 distinct values | Warning |
Var223 has 5211 (10.4%) missing values | Missing |
Var224 has constant value "4n2X" | Rejected |
Var225 has 26144 (52.3%) missing values | Missing |
Var229 has 28432 (56.9%) missing values | Missing |
Var23 is highly correlated with Var157 (ρ = 0.96027) | Rejected |
Var230 has constant value "nan" | Rejected |
Var24 has 16205 (32.4%) zeros | Zeros |
Var24 has 7230 (14.5%) missing values | Missing |
Var25 has 6629 (13.3%) zeros | Zeros |
Var25 has 5009 (10.0%) missing values | Missing |
Var26 has 48513 (> 99.9%) missing values | Missing |
Var27 has 48513 (> 99.9%) missing values | Missing |
Var28 has 5011 (10.0%) missing values | Missing |
Var29 has 49298 (> 99.9%) missing values | Missing |
Var3 is highly skewed (γ1 = 24.3) | Skewed |
Var3 has 996 (< 0.1%) zeros | Zeros |
Var3 has 48760 (> 99.9%) missing values | Missing |
Var30 has 49298 (> 99.9%) missing values | Missing |
Var31 has constant value "nan" | Rejected |
Var32 has constant value "nan" | Rejected |
Var33 has 523 (< 0.1%) zeros | Zeros |
Var33 has 49153 (> 99.9%) missing values | Missing |
Var34 has 1126 (< 0.1%) zeros | Zeros |
Var34 has 48759 (> 99.9%) missing values | Missing |
Var35 has 41219 (82.4%) zeros | Zeros |
Var35 has 5009 (10.0%) missing values | Missing |
Var36 has 692 (< 0.1%) zeros | Zeros |
Var36 has 48759 (> 99.9%) missing values | Missing |
Var37 has 964 (< 0.1%) zeros | Zeros |
Var37 has 48421 (> 99.9%) missing values | Missing |
Var38 has 9405 (18.8%) zeros | Zeros |
Var38 has 5009 (10.0%) missing values | Missing |
Var39 has constant value "nan" | Rejected |
Var4 has 48421 (> 99.9%) missing values | Missing |
Var40 is highly correlated with Var178 (ρ = 0.95822) | Rejected |
Var41 has 49298 (> 99.9%) missing values | Missing |
Var42 has constant value "nan" | Rejected |
Var43 is highly correlated with Var40 (ρ = 0.91525) | Rejected |
Var44 is highly skewed (γ1 = 23.405) | Skewed |
Var44 has 44321 (88.6%) zeros | Zeros |
Var44 has 5009 (10.0%) missing values | Missing |
Var45 has 49656 (> 99.9%) missing values | Missing |
Var46 has 692 (< 0.1%) zeros | Zeros |
Var46 has 48759 (> 99.9%) missing values | Missing |
Var47 has 628 (< 0.1%) zeros | Zeros |
Var47 has 49298 (> 99.9%) missing values | Missing |
Var48 has constant value "nan" | Rejected |
Var49 has 48759 (> 99.9%) missing values | Missing |
Var5 has 898 (< 0.1%) zeros | Zeros |
Var5 has 48513 (> 99.9%) missing values | Missing |
Var50 has 516 (< 0.1%) zeros | Zeros |
Var50 has 49298 (> 99.9%) missing values | Missing |
Var51 has 46253 (92.5%) missing values | Missing |
Var52 has constant value "nan" | Rejected |
Var53 has 49298 (> 99.9%) missing values | Missing |
Var54 has 668 (< 0.1%) zeros | Zeros |
Var54 has 48759 (> 99.9%) missing values | Missing |
Var55 has constant value "nan" | Rejected |
Var56 has 49354 (> 99.9%) missing values | Missing |
Var58 has 49298 (> 99.9%) missing values | Missing |
Var59 has 49180 (> 99.9%) missing values | Missing |
Var6 is highly skewed (γ1 = 20.527) | Skewed |
Var6 has 976 (< 0.1%) zeros | Zeros |
Var6 has 5529 (11.1%) missing values | Missing |
Var60 is highly correlated with Var157 (ρ = 0.92482) | Rejected |
Var61 is highly correlated with Var23 (ρ = 0.97641) | Rejected |
Var62 is highly correlated with Var12 (ρ = 0.95834) | Rejected |
Var63 is highly correlated with Var156 (ρ = 0.94989) | Rejected |
Var64 has 49762 (> 99.9%) missing values | Missing |
Var65 has 5539 (11.1%) missing values | Missing |
Var66 is highly correlated with Var63 (ρ = 0.94989) | Rejected |
Var67 has 48513 (> 99.9%) missing values | Missing |
Var68 is highly correlated with Var46 (ρ = 0.905) | Rejected |
Var69 has 640 (< 0.1%) zeros | Zeros |
Var69 has 48513 (> 99.9%) missing values | Missing |
Var7 has 13090 (26.2%) zeros | Zeros |
Var7 has 5539 (11.1%) missing values | Missing |
Var70 has 907 (< 0.1%) zeros | Zeros |
Var70 has 48513 (> 99.9%) missing values | Missing |
Var71 is highly correlated with Var61 (ρ = 0.94838) | Rejected |
Var72 has 22380 (44.8%) missing values | Missing |
Var74 is highly skewed (γ1 = 148.08) | Skewed |
Var74 has 20555 (41.1%) zeros | Zeros |
Var74 has 5539 (11.1%) missing values | Missing |
Var75 has 516 (< 0.1%) zeros | Zeros |
Var75 has 48759 (> 99.9%) missing values | Missing |
Var76 has 7076 (14.2%) zeros | Zeros |
Var76 has 5009 (10.0%) missing values | Missing |
Var77 is highly correlated with Var66 (ρ = 0.94076) | Rejected |
Var78 has 41062 (82.1%) zeros | Zeros |
Var78 has 5009 (10.0%) missing values | Missing |
Var79 has constant value "nan" | Rejected |
Var8 has constant value "nan" | Rejected |
Var80 has 1052 (< 0.1%) zeros | Zeros |
Var80 has 48513 (> 99.9%) missing values | Missing |
Var81 has 666 (< 0.1%) zeros | Zeros |
Var81 has 5529 (11.1%) missing values | Missing |
Var82 has 48421 (> 99.9%) missing values | Missing |
Var83 is highly skewed (γ1 = 30.927) | Skewed |
Var83 has 15356 (30.7%) zeros | Zeros |
Var83 has 5009 (10.0%) missing values | Missing |
Var84 has 1035 (< 0.1%) zeros | Zeros |
Var84 has 48760 (> 99.9%) missing values | Missing |
Var85 has 13457 (26.9%) zeros | Zeros |
Var85 has 5009 (10.0%) missing values | Missing |
Var86 has 49298 (> 99.9%) missing values | Missing |
Var87 has 49298 (> 99.9%) missing values | Missing |
Var88 is highly correlated with Var145 (ρ = 1) | Rejected |
Var89 has 49354 (> 99.9%) missing values | Missing |
Var9 is highly correlated with Var77 (ρ = 0.94073) | Rejected |
Var90 has 49298 (> 99.9%) missing values | Missing |
Var91 is highly correlated with Var71 (ρ = 1) | Rejected |
Var92 has 49829 (> 99.9%) missing values | Missing |
Var93 has 48513 (> 99.9%) missing values | Missing |
Var94 has 517 (< 0.1%) zeros | Zeros |
Var94 has 22380 (44.8%) missing values | Missing |
Var95 has 942 (< 0.1%) zeros | Zeros |
Var95 has 48759 (> 99.9%) missing values | Missing |
Var96 has 747 (< 0.1%) zeros | Zeros |
Var96 has 48759 (> 99.9%) missing values | Missing |
Var97 has 1350 (< 0.1%) zeros | Zeros |
Var97 has 48513 (> 99.9%) missing values | Missing |
Var98 has 49442 (> 99.9%) missing values | Missing |
Var99 has 879 (< 0.1%) zeros | Zeros |
Var99 has 48421 (> 99.9%) missing values | Missing |
Var1
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.487 |
|---|---|
| Minimum | 0 |
| Maximum | 680 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 16 |
| 95-th percentile | 32 |
| Maximum | 680 |
| Range | 680 |
| Interquartile range | 16 |
Descriptive statistics
| Standard deviation | 40.71 |
|---|---|
| Coef of variation | 3.5439 |
| Kurtosis | 160.5 |
| Mean | 11.487 |
| MAD | 13.807 |
| Skewness | 11.652 |
| Sum | 8064 |
| Variance | 1657.3 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 380 | < 0.1% | |
| 8 | 138 | < 0.1% | |
| 16 | 81 | < 0.1% | |
| 24 | 46 | < 0.1% | |
| 32 | 23 | < 0.1% | |
| 40 | 10 | < 0.1% | |
| 48 | 6 | < 0.1% | |
| 56 | 5 | < 0.1% | |
| 72 | 3 | < 0.1% | |
| 128 | 2 | < 0.1% | |
| Other values (8) | 8 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 380 | < 0.1% | |
| 8 | 138 | < 0.1% | |
| 16 | 81 | < 0.1% | |
| 24 | 46 | < 0.1% | |
| 32 | 23 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 680 | 1 | < 0.1% | |
| 536 | 1 | < 0.1% | |
| 392 | 1 | < 0.1% | |
| 360 | 1 | < 0.1% | |
| 152 | 1 | < 0.1% |
Var10
Numeric
| Distinct count | 535 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.9261e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 1.2326e+07 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2.6286e+05 |
| 95-th percentile | 2.1913e+06 |
| Maximum | 1.2326e+07 |
| Range | 1.2326e+07 |
| Interquartile range | 2.6286e+05 |
Descriptive statistics
| Standard deviation | 9.2809e+05 |
|---|---|
| Coef of variation | 2.3639 |
| Kurtosis | 28.377 |
| Mean | 3.9261e+05 |
| MAD | 5.6264e+05 |
| Skewness | 4.2232 |
| Sum | 5.838e+08 |
| Variance | 8.6135e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 902 | < 0.1% | |
| 7.776e+05 | 17 | < 0.1% | |
| 1.5552e+06 | 14 | < 0.1% | |
| 2.3328e+06 | 10 | < 0.1% | |
| 3.1104e+06 | 6 | < 0.1% | |
| 3.888e+06 | 3 | < 0.1% | |
| 5.4432e+06 | 3 | < 0.1% | |
| 1.4256e+06 | 3 | < 0.1% | |
| 2709 | 2 | < 0.1% | |
| 4.6656e+06 | 2 | < 0.1% | |
| Other values (524) | 525 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 902 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 36 | 1 | < 0.1% | |
| 423 | 1 | < 0.1% | |
| 504 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.2326e+07 | 1 | < 0.1% | |
| 6.7044e+06 | 1 | < 0.1% | |
| 6.3948e+06 | 1 | < 0.1% | |
| 6.156e+06 | 1 | < 0.1% | |
| 5.9287e+06 | 1 | < 0.1% |
Var100
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.88746 |
|---|---|
| Minimum | 0 |
| Maximum | 28 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 7 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.1474 |
|---|---|
| Coef of variation | 3.5465 |
| Kurtosis | 21.502 |
| Mean | 0.88746 |
| MAD | 1.6131 |
| Skewness | 4.3072 |
| Sum | 623 |
| Variance | 9.906 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 638 | < 0.1% | |
| 7 | 45 | < 0.1% | |
| 14 | 14 | < 0.1% | |
| 21 | 4 | < 0.1% | |
| 28 | 1 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 638 | < 0.1% | |
| 7 | 45 | < 0.1% | |
| 14 | 14 | < 0.1% | |
| 21 | 4 | < 0.1% | |
| 28 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 28 | 1 | < 0.1% | |
| 21 | 4 | < 0.1% | |
| 14 | 14 | < 0.1% | |
| 7 | 45 | < 0.1% | |
| 0 | 638 | < 0.1% |
Var101
Numeric
| Distinct count | 29 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49127 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 19.804 |
|---|---|
| Minimum | 0 |
| Maximum | 1755 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 18 |
| 95-th percentile | 75.6 |
| Maximum | 1755 |
| Range | 1755 |
| Interquartile range | 18 |
Descriptive statistics
| Standard deviation | 83.987 |
|---|---|
| Coef of variation | 4.2409 |
| Kurtosis | 272 |
| Mean | 19.804 |
| MAD | 24.802 |
| Skewness | 15.134 |
| Sum | 17289 |
| Variance | 7053.9 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 458 | < 0.1% | |
| 9 | 148 | < 0.1% | |
| 18 | 87 | < 0.1% | |
| 27 | 47 | < 0.1% | |
| 36 | 40 | < 0.1% | |
| 45 | 20 | < 0.1% | |
| 54 | 18 | < 0.1% | |
| 81 | 13 | < 0.1% | |
| 72 | 7 | < 0.1% | |
| 99 | 4 | < 0.1% | |
| Other values (18) | 31 | < 0.1% | |
| (Missing) | 49127 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 458 | < 0.1% | |
| 9 | 148 | < 0.1% | |
| 18 | 87 | < 0.1% | |
| 27 | 47 | < 0.1% | |
| 36 | 40 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1755 | 1 | < 0.1% | |
| 1242 | 1 | < 0.1% | |
| 864 | 1 | < 0.1% | |
| 441 | 1 | < 0.1% | |
| 297 | 1 | < 0.1% |
Var102
Numeric
| Distinct count | 446 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49549 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 28766 |
|---|---|
| Minimum | 0 |
| Maximum | 2.7946e+05 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 125.23 |
| Q1 | 4342.1 |
| Median | 17535 |
| Q3 | 39793 |
| 95-th percentile | 92432 |
| Maximum | 2.7946e+05 |
| Range | 2.7946e+05 |
| Interquartile range | 35451 |
Descriptive statistics
| Standard deviation | 33845 |
|---|---|
| Coef of variation | 1.1766 |
| Kurtosis | 9.8349 |
| Mean | 28766 |
| MAD | 24402 |
| Skewness | 2.4208 |
| Sum | 1.2973e+07 |
| Variance | 1.1455e+09 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 4 | < 0.1% | |
| 25920 | 2 | < 0.1% | |
| 22.5 | 2 | < 0.1% | |
| 51840 | 2 | < 0.1% | |
| 25069 | 1 | < 0.1% | |
| 17615 | 1 | < 0.1% | |
| 78813 | 1 | < 0.1% | |
| 5438.9 | 1 | < 0.1% | |
| 34738 | 1 | < 0.1% | |
| 4296.3 | 1 | < 0.1% | |
| Other values (435) | 435 | < 0.1% | |
| (Missing) | 49549 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4 | < 0.1% | |
| 1.08 | 1 | < 0.1% | |
| 6.84 | 1 | < 0.1% | |
| 14.85 | 1 | < 0.1% | |
| 15.57 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.7946e+05 | 1 | < 0.1% | |
| 2.2562e+05 | 1 | < 0.1% | |
| 1.6239e+05 | 1 | < 0.1% | |
| 1.5513e+05 | 1 | < 0.1% | |
| 1.4693e+05 | 1 | < 0.1% |
Var103
Numeric
| Distinct count | 40 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 18.783 |
|---|---|
| Minimum | 0 |
| Maximum | 2002 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 14 |
| 95-th percentile | 74.9 |
| Maximum | 2002 |
| Range | 2002 |
| Interquartile range | 14 |
Descriptive statistics
| Standard deviation | 85.563 |
|---|---|
| Coef of variation | 4.5554 |
| Kurtosis | 305.62 |
| Mean | 18.783 |
| MAD | 25.797 |
| Skewness | 15.838 |
| Sum | 27930 |
| Variance | 7321 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 907 | < 0.1% | |
| 7 | 141 | < 0.1% | |
| 14 | 101 | < 0.1% | |
| 21 | 68 | < 0.1% | |
| 35 | 51 | < 0.1% | |
| 28 | 44 | < 0.1% | |
| 70 | 25 | < 0.1% | |
| 49 | 23 | < 0.1% | |
| 42 | 21 | < 0.1% | |
| 63 | 18 | < 0.1% | |
| Other values (29) | 88 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 907 | < 0.1% | |
| 7 | 141 | < 0.1% | |
| 14 | 101 | < 0.1% | |
| 21 | 68 | < 0.1% | |
| 28 | 44 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2002 | 1 | < 0.1% | |
| 1561 | 1 | < 0.1% | |
| 1260 | 1 | < 0.1% | |
| 952 | 1 | < 0.1% | |
| 574 | 1 | < 0.1% |
Var104
Numeric
| Distinct count | 63 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49180 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 100.79 |
|---|---|
| Minimum | 0 |
| Maximum | 10152 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 45 |
| Q3 | 117 |
| 95-th percentile | 306.45 |
| Maximum | 10152 |
| Range | 10152 |
| Interquartile range | 117 |
Descriptive statistics
| Standard deviation | 379.77 |
|---|---|
| Coef of variation | 3.7679 |
| Kurtosis | 601.56 |
| Mean | 100.79 |
| MAD | 102.68 |
| Skewness | 22.967 |
| Sum | 82647 |
| Variance | 1.4422e+05 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 240 | < 0.1% | |
| 9 | 46 | < 0.1% | |
| 45 | 42 | < 0.1% | |
| 54 | 40 | < 0.1% | |
| 63 | 38 | < 0.1% | |
| 36 | 35 | < 0.1% | |
| 27 | 29 | < 0.1% | |
| 72 | 27 | < 0.1% | |
| 18 | 26 | < 0.1% | |
| 90 | 25 | < 0.1% | |
| Other values (52) | 272 | < 0.1% | |
| (Missing) | 49180 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 240 | < 0.1% | |
| 9 | 46 | < 0.1% | |
| 18 | 26 | < 0.1% | |
| 27 | 29 | < 0.1% | |
| 36 | 35 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10152 | 1 | < 0.1% | |
| 1980 | 1 | < 0.1% | |
| 1368 | 1 | < 0.1% | |
| 1044 | 1 | < 0.1% | |
| 936 | 1 | < 0.1% |
Var105
Highly correlated
This variable is highly correlated with Var104 and should be ignored for analysis
| Correlation | 1 |
|---|
Var106
Numeric
| Distinct count | 262 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 38164 |
|---|---|
| Minimum | 0 |
| Maximum | 2.2743e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.3762e+05 |
| Maximum | 2.2743e+06 |
| Range | 2.2743e+06 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.6006e+05 |
|---|---|
| Coef of variation | 4.194 |
| Kurtosis | 67.875 |
| Mean | 38164 |
| MAD | 64998 |
| Skewness | 7.3167 |
| Sum | 6.0261e+07 |
| Variance | 2.5619e+10 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1296 | < 0.1% | |
| 2.592e+05 | 11 | < 0.1% | |
| 5.184e+05 | 11 | < 0.1% | |
| 1.8144e+06 | 2 | < 0.1% | |
| 1.0368e+06 | 2 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| 2.0456e+05 | 1 | < 0.1% | |
| 3.0742e+05 | 1 | < 0.1% | |
| 6.8013e+05 | 1 | < 0.1% | |
| 1.3721e+05 | 1 | < 0.1% | |
| Other values (251) | 251 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1296 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| 312 | 1 | < 0.1% | |
| 459 | 1 | < 0.1% | |
| 666 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.2743e+06 | 1 | < 0.1% | |
| 1.8144e+06 | 2 | < 0.1% | |
| 1.5872e+06 | 1 | < 0.1% | |
| 1.4863e+06 | 1 | < 0.1% | |
| 1.4759e+06 | 1 | < 0.1% |
Var107
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.0861 |
|---|---|
| Minimum | 0 |
| Maximum | 1932 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 3 |
| 95-th percentile | 15 |
| Maximum | 1932 |
| Range | 1932 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 52.122 |
|---|---|
| Coef of variation | 10.248 |
| Kurtosis | 1260.8 |
| Mean | 5.0861 |
| MAD | 7.2393 |
| Skewness | 34.359 |
| Sum | 7563 |
| Variance | 2716.7 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 991 | < 0.1% | |
| 3 | 164 | < 0.1% | |
| 6 | 124 | < 0.1% | |
| 12 | 59 | < 0.1% | |
| 9 | 54 | < 0.1% | |
| 18 | 37 | < 0.1% | |
| 15 | 22 | < 0.1% | |
| 21 | 8 | < 0.1% | |
| 27 | 7 | < 0.1% | |
| 24 | 4 | < 0.1% | |
| Other values (14) | 17 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 991 | < 0.1% | |
| 3 | 164 | < 0.1% | |
| 6 | 124 | < 0.1% | |
| 9 | 54 | < 0.1% | |
| 12 | 59 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1932 | 1 | < 0.1% | |
| 336 | 1 | < 0.1% | |
| 267 | 1 | < 0.1% | |
| 162 | 1 | < 0.1% | |
| 129 | 1 | < 0.1% |
Var108
Numeric
| Distinct count | 342 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.9378e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 7.2576e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 8338 |
| Q3 | 1.8195e+05 |
| 95-th percentile | 7.6794e+05 |
| Maximum | 7.2576e+06 |
| Range | 7.2576e+06 |
| Interquartile range | 1.8195e+05 |
Descriptive statistics
| Standard deviation | 5.1782e+05 |
|---|---|
| Coef of variation | 2.6722 |
| Kurtosis | 80.411 |
| Mean | 1.9378e+05 |
| MAD | 2.4838e+05 |
| Skewness | 7.5732 |
| Sum | 1.3603e+08 |
| Variance | 2.6814e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 326 | < 0.1% | |
| 3.456e+05 | 16 | < 0.1% | |
| 6.912e+05 | 13 | < 0.1% | |
| 1.0368e+06 | 5 | < 0.1% | |
| 2.4192e+06 | 4 | < 0.1% | |
| 1.3824e+06 | 2 | < 0.1% | |
| 2148 | 2 | < 0.1% | |
| 1.169e+05 | 1 | < 0.1% | |
| 2.3476e+05 | 1 | < 0.1% | |
| 17576 | 1 | < 0.1% | |
| Other values (331) | 331 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 326 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 120 | 1 | < 0.1% | |
| 196 | 1 | < 0.1% | |
| 468 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.2576e+06 | 1 | < 0.1% | |
| 5.8427e+06 | 1 | < 0.1% | |
| 4.8384e+06 | 1 | < 0.1% | |
| 2.5212e+06 | 1 | < 0.1% | |
| 2.4192e+06 | 4 | < 0.1% |
Var109
Numeric
| Distinct count | 210 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 14.5% |
| Missing (n) | 7230 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 60.889 |
|---|---|
| Minimum | 0 |
| Maximum | 7456 |
| Zeros (%) | 5.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 24 |
| Median | 32 |
| Q3 | 56 |
| 95-th percentile | 168 |
| Maximum | 7456 |
| Range | 7456 |
| Interquartile range | 32 |
Descriptive statistics
| Standard deviation | 141.25 |
|---|---|
| Coef of variation | 2.3198 |
| Kurtosis | 719.22 |
| Mean | 60.889 |
| MAD | 46.993 |
| Skewness | 21.136 |
| Sum | 2.6042e+06 |
| Variance | 19951 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 32 | 10842 | 21.7% | |
| 40 | 5235 | 10.5% | |
| 24 | 3354 | 6.7% | |
| 48 | 2929 | 5.9% | |
| 0 | 2748 | 5.5% | |
| 8 | 2501 | 5.0% | |
| 16 | 2469 | < 0.1% | |
| 56 | 2142 | < 0.1% | |
| 64 | 1580 | < 0.1% | |
| 72 | 1158 | < 0.1% | |
| Other values (199) | 7812 | 15.6% | |
| (Missing) | 7230 | 14.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2748 | 5.5% | |
| 8 | 2501 | 5.0% | |
| 16 | 2469 | < 0.1% | |
| 24 | 3354 | 6.7% | |
| 32 | 10842 | 21.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7456 | 1 | < 0.1% | |
| 7392 | 1 | < 0.1% | |
| 5568 | 1 | < 0.1% | |
| 5424 | 1 | < 0.1% | |
| 4984 | 1 | < 0.1% |
Var11
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48760 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.6258 |
|---|---|
| Minimum | 8 |
| Maximum | 40 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 8 |
| Median | 8 |
| Q3 | 8 |
| 95-th percentile | 16 |
| Maximum | 40 |
| Range | 32 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.8696 |
|---|---|
| Coef of variation | 0.33267 |
| Kurtosis | 42.08 |
| Mean | 8.6258 |
| MAD | 1.1799 |
| Skewness | 5.8681 |
| Sum | 10696 |
| Variance | 8.2344 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 8 | 1169 | < 0.1% | |
| 16 | 52 | < 0.1% | |
| 24 | 14 | < 0.1% | |
| 32 | 3 | < 0.1% | |
| 40 | 2 | < 0.1% | |
| (Missing) | 48760 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 8 | 1169 | < 0.1% | |
| 16 | 52 | < 0.1% | |
| 24 | 14 | < 0.1% | |
| 32 | 3 | < 0.1% | |
| 40 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 40 | 2 | < 0.1% | |
| 32 | 3 | < 0.1% | |
| 24 | 14 | < 0.1% | |
| 16 | 52 | < 0.1% | |
| 8 | 1169 | < 0.1% |
Var110
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.6838 |
|---|---|
| Minimum | 6 |
| Maximum | 30 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6 |
| Median | 6 |
| Q3 | 6 |
| 95-th percentile | 12 |
| Maximum | 30 |
| Range | 24 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.7088 |
|---|---|
| Coef of variation | 0.40529 |
| Kurtosis | 35.846 |
| Mean | 6.6838 |
| MAD | 1.2565 |
| Skewness | 5.4118 |
| Sum | 4692 |
| Variance | 7.3378 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 6 | 645 | < 0.1% | |
| 12 | 43 | < 0.1% | |
| 18 | 9 | < 0.1% | |
| 30 | 4 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 6 | 645 | < 0.1% | |
| 12 | 43 | < 0.1% | |
| 18 | 9 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 30 | 4 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30 | 4 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 18 | 9 | < 0.1% | |
| 12 | 43 | < 0.1% | |
| 6 | 645 | < 0.1% |
Var111
Numeric
| Distinct count | 795 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48871 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.8482e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 3.6288e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 97553 |
| Q3 | 3.8459e+05 |
| 95-th percentile | 1.1732e+06 |
| Maximum | 3.6288e+06 |
| Range | 3.6288e+06 |
| Interquartile range | 3.8459e+05 |
Descriptive statistics
| Standard deviation | 4.9727e+05 |
|---|---|
| Coef of variation | 1.7459 |
| Kurtosis | 17.405 |
| Mean | 2.8482e+05 |
| MAD | 3.0462e+05 |
| Skewness | 3.6583 |
| Sum | 3.2157e+08 |
| Variance | 2.4727e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 323 | < 0.1% | |
| 5.184e+05 | 9 | < 0.1% | |
| 3.6288e+06 | 5 | < 0.1% | |
| 3.6288e+06 | 2 | < 0.1% | |
| 1.4767e+05 | 1 | < 0.1% | |
| 47486 | 1 | < 0.1% | |
| 5.8757e+05 | 1 | < 0.1% | |
| 2.9567e+05 | 1 | < 0.1% | |
| 62775 | 1 | < 0.1% | |
| 5.8768e+05 | 1 | < 0.1% | |
| Other values (784) | 784 | < 0.1% | |
| (Missing) | 48871 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 323 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 352.87 | 1 | < 0.1% | |
| 360 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.6288e+06 | 2 | < 0.1% | |
| 3.6288e+06 | 5 | < 0.1% | |
| 3.5503e+06 | 1 | < 0.1% | |
| 3.0948e+06 | 1 | < 0.1% | |
| 2.7364e+06 | 1 | < 0.1% |
Var112
Numeric
| Distinct count | 231 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 66.221 |
|---|---|
| Minimum | 0 |
| Maximum | 10352 |
| Zeros (%) | 14.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 16 |
| Median | 40 |
| Q3 | 72 |
| 95-th percentile | 208 |
| Maximum | 10352 |
| Range | 10352 |
| Interquartile range | 56 |
Descriptive statistics
| Standard deviation | 157.64 |
|---|---|
| Coef of variation | 2.3805 |
| Kurtosis | 843.33 |
| Mean | 66.221 |
| MAD | 58.258 |
| Skewness | 21.276 |
| Sum | 2.9794e+06 |
| Variance | 24850 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7076 | 14.2% | |
| 16 | 4056 | 8.1% | |
| 32 | 4017 | 8.0% | |
| 24 | 3309 | 6.6% | |
| 8 | 3300 | 6.6% | |
| 40 | 3231 | 6.5% | |
| 48 | 2964 | 5.9% | |
| 64 | 2581 | 5.2% | |
| 56 | 2398 | < 0.1% | |
| 72 | 1899 | < 0.1% | |
| Other values (220) | 10160 | 20.3% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7076 | 14.2% | |
| 8 | 3300 | 6.6% | |
| 16 | 4056 | 8.1% | |
| 24 | 3309 | 6.6% | |
| 32 | 4017 | 8.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10352 | 1 | < 0.1% | |
| 8080 | 1 | < 0.1% | |
| 5704 | 1 | < 0.1% | |
| 5552 | 1 | < 0.1% | |
| 5280 | 1 | < 0.1% |
Var113
Numeric
| Distinct count | 48511 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -1.5328e+05 |
|---|---|
| Minimum | -9.8036e+06 |
| Maximum | 9.9325e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -9.8036e+06 |
|---|---|
| 5-th percentile | -1.6274e+06 |
| Q1 | -1.8271e+05 |
| Median | 29615 |
| Q3 | 1.4749e+05 |
| 95-th percentile | 4.8669e+05 |
| Maximum | 9.9325e+06 |
| Range | 1.9736e+07 |
| Interquartile range | 3.302e+05 |
Descriptive statistics
| Standard deviation | 7.6137e+05 |
|---|---|
| Coef of variation | -4.9672 |
| Kurtosis | 20.373 |
| Mean | -1.5328e+05 |
| MAD | 4.5726e+05 |
| Skewness | -1.7993 |
| Sum | -7.6639e+09 |
| Variance | 5.7969e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 951 | < 0.1% | |
| 1.1836e+05 | 3 | < 0.1% | |
| -80197 | 3 | < 0.1% | |
| 45211 | 3 | < 0.1% | |
| 1.1461e+05 | 3 | < 0.1% | |
| 1.3552e+05 | 2 | < 0.1% | |
| 4.2309e+05 | 2 | < 0.1% | |
| 1258.4 | 2 | < 0.1% | |
| 68238 | 2 | < 0.1% | |
| 1.1673e+05 | 2 | < 0.1% | |
| Other values (48501) | 49027 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -9.8036e+06 | 1 | < 0.1% | |
| -9.6841e+06 | 1 | < 0.1% | |
| -9.462e+06 | 1 | < 0.1% | |
| -8.9308e+06 | 1 | < 0.1% | |
| -8.3711e+06 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9.9325e+06 | 1 | < 0.1% | |
| 9.8896e+06 | 1 | < 0.1% | |
| 9.8234e+06 | 1 | < 0.1% | |
| 9.5376e+06 | 1 | < 0.1% | |
| 9.2785e+06 | 1 | < 0.1% |
Var114
Numeric
| Distinct count | 644 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.0813e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 4.4935e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 6748 |
| Q3 | 9.6216e+05 |
| 95-th percentile | 2.7682e+06 |
| Maximum | 4.4935e+06 |
| Range | 4.4935e+06 |
| Interquartile range | 9.6216e+05 |
Descriptive statistics
| Standard deviation | 9.3206e+05 |
|---|---|
| Coef of variation | 1.5327 |
| Kurtosis | 1.4619 |
| Mean | 6.0813e+05 |
| MAD | 7.3623e+05 |
| Skewness | 1.5651 |
| Sum | 7.5469e+08 |
| Variance | 8.6873e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 595 | < 0.1% | |
| 1.2096e+06 | 3 | < 0.1% | |
| 8.64e+05 | 2 | < 0.1% | |
| 420 | 2 | < 0.1% | |
| 19142 | 1 | < 0.1% | |
| 6.1326e+05 | 1 | < 0.1% | |
| 2.7151e+06 | 1 | < 0.1% | |
| 1.6195e+06 | 1 | < 0.1% | |
| 8.097e+05 | 1 | < 0.1% | |
| 3.2388e+06 | 1 | < 0.1% | |
| Other values (633) | 633 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 595 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| 100 | 1 | < 0.1% | |
| 114 | 1 | < 0.1% | |
| 168 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4.4935e+06 | 1 | < 0.1% | |
| 4.2674e+06 | 1 | < 0.1% | |
| 3.775e+06 | 1 | < 0.1% | |
| 3.7701e+06 | 1 | < 0.1% | |
| 3.7291e+06 | 1 | < 0.1% |
Var115
Highly correlated
This variable is highly correlated with Var105 and should be ignored for analysis
| Correlation | 0.98305 |
|---|
Var116
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| 0.0 | 687 |
|---|---|
| 3.0 | 15 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 687 | < 0.1% | |
| 3 | 15 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Var117
Numeric
| Distinct count | 657 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.2984e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 2.0736e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1.0973e+05 |
| 95-th percentile | 7.6301e+05 |
| Maximum | 2.0736e+06 |
| Range | 2.0736e+06 |
| Interquartile range | 1.0973e+05 |
Descriptive statistics
| Standard deviation | 2.8876e+05 |
|---|---|
| Coef of variation | 2.2241 |
| Kurtosis | 11.588 |
| Mean | 1.2984e+05 |
| MAD | 1.7965e+05 |
| Skewness | 3.2092 |
| Sum | 2.0501e+08 |
| Variance | 8.3385e+10 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 879 | < 0.1% | |
| 3.456e+05 | 12 | < 0.1% | |
| 1.728e+05 | 10 | < 0.1% | |
| 1.2096e+06 | 8 | < 0.1% | |
| 6.912e+05 | 5 | < 0.1% | |
| 1.5841e+05 | 4 | < 0.1% | |
| 1.5841e+05 | 3 | < 0.1% | |
| 66400 | 2 | < 0.1% | |
| 3.1681e+05 | 2 | < 0.1% | |
| 8.64e+05 | 2 | < 0.1% | |
| Other values (646) | 652 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 879 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 56 | 1 | < 0.1% | |
| 148 | 1 | < 0.1% | |
| 234 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.0736e+06 | 1 | < 0.1% | |
| 1.9837e+06 | 1 | < 0.1% | |
| 1.9824e+06 | 1 | < 0.1% | |
| 1.8801e+06 | 1 | < 0.1% | |
| 1.8551e+06 | 1 | < 0.1% |
Var118
Constant
This variable is constant and should be ignored for analysis
| Constant value | 3.0 |
|---|
Var119
Numeric
| Distinct count | 1488 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 11.1% |
| Missing (n) | 5529 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 916.11 |
|---|---|
| Minimum | 0 |
| Maximum | 1.0506e+05 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 70 |
| Q1 | 425 |
| Median | 560 |
| Q3 | 895 |
| 95-th percentile | 2375 |
| Maximum | 1.0506e+05 |
| Range | 1.0506e+05 |
| Interquartile range | 470 |
Descriptive statistics
| Standard deviation | 2165.4 |
|---|---|
| Coef of variation | 2.3637 |
| Kurtosis | 751.86 |
| Mean | 916.11 |
| MAD | 667.27 |
| Skewness | 22.46 |
| Sum | 4.074e+07 |
| Variance | 4.6891e+06 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1181 | < 0.1% | |
| 510 | 659 | < 0.1% | |
| 520 | 620 | < 0.1% | |
| 505 | 615 | < 0.1% | |
| 500 | 604 | < 0.1% | |
| 515 | 595 | < 0.1% | |
| 525 | 576 | < 0.1% | |
| 530 | 553 | < 0.1% | |
| 495 | 550 | < 0.1% | |
| 490 | 525 | < 0.1% | |
| Other values (1477) | 37993 | 76.0% | |
| (Missing) | 5529 | 11.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1181 | < 0.1% | |
| 5 | 50 | < 0.1% | |
| 10 | 76 | < 0.1% | |
| 15 | 65 | < 0.1% | |
| 20 | 70 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0506e+05 | 1 | < 0.1% | |
| 99110 | 1 | < 0.1% | |
| 95040 | 1 | < 0.1% | |
| 90535 | 1 | < 0.1% | |
| 87850 | 1 | < 0.1% |
Var12
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49442 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.072 |
|---|---|
| Minimum | 0 |
| Maximum | 1184 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 16 |
| 95-th percentile | 56 |
| Maximum | 1184 |
| Range | 1184 |
| Interquartile range | 16 |
Descriptive statistics
| Standard deviation | 64.186 |
|---|---|
| Coef of variation | 3.9937 |
| Kurtosis | 232.07 |
| Mean | 16.072 |
| MAD | 19.843 |
| Skewness | 14.048 |
| Sum | 8968 |
| Variance | 4119.8 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 304 | < 0.1% | |
| 8 | 80 | < 0.1% | |
| 16 | 67 | < 0.1% | |
| 24 | 32 | < 0.1% | |
| 32 | 20 | < 0.1% | |
| 40 | 15 | < 0.1% | |
| 48 | 10 | < 0.1% | |
| 72 | 4 | < 0.1% | |
| 80 | 4 | < 0.1% | |
| 56 | 4 | < 0.1% | |
| Other values (12) | 18 | < 0.1% | |
| (Missing) | 49442 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 304 | < 0.1% | |
| 8 | 80 | < 0.1% | |
| 16 | 67 | < 0.1% | |
| 24 | 32 | < 0.1% | |
| 32 | 20 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1184 | 1 | < 0.1% | |
| 776 | 1 | < 0.1% | |
| 216 | 1 | < 0.1% | |
| 200 | 1 | < 0.1% | |
| 160 | 1 | < 0.1% |
Var120
Numeric
| Distinct count | 65 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 31.642 |
|---|---|
| Minimum | 0 |
| Maximum | 2502 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 24 |
| 95-th percentile | 130.2 |
| Maximum | 2502 |
| Range | 2502 |
| Interquartile range | 24 |
Descriptive statistics
| Standard deviation | 122.8 |
|---|---|
| Coef of variation | 3.8808 |
| Kurtosis | 227.37 |
| Mean | 31.642 |
| MAD | 41.969 |
| Skewness | 13.357 |
| Sum | 47052 |
| Variance | 15079 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 799 | < 0.1% | |
| 6 | 105 | < 0.1% | |
| 12 | 84 | < 0.1% | |
| 18 | 82 | < 0.1% | |
| 24 | 50 | < 0.1% | |
| 30 | 48 | < 0.1% | |
| 48 | 37 | < 0.1% | |
| 42 | 33 | < 0.1% | |
| 36 | 30 | < 0.1% | |
| 54 | 27 | < 0.1% | |
| Other values (54) | 192 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 799 | < 0.1% | |
| 6 | 105 | < 0.1% | |
| 12 | 84 | < 0.1% | |
| 18 | 82 | < 0.1% | |
| 24 | 50 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2502 | 1 | < 0.1% | |
| 2292 | 1 | < 0.1% | |
| 1836 | 1 | < 0.1% | |
| 1200 | 1 | < 0.1% | |
| 1008 | 1 | < 0.1% |
Var121
Numeric
| Distinct count | 34 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.9516 |
|---|---|
| Minimum | 0 |
| Maximum | 672 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 6 |
| 95-th percentile | 24 |
| Maximum | 672 |
| Range | 672 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 30.767 |
|---|---|
| Coef of variation | 4.4259 |
| Kurtosis | 329.07 |
| Mean | 6.9516 |
| MAD | 8.7414 |
| Skewness | 16.482 |
| Sum | 4880 |
| Variance | 946.61 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 326 | < 0.1% | |
| 2 | 107 | < 0.1% | |
| 4 | 79 | < 0.1% | |
| 6 | 41 | < 0.1% | |
| 8 | 29 | < 0.1% | |
| 12 | 20 | < 0.1% | |
| 10 | 19 | < 0.1% | |
| 14 | 15 | < 0.1% | |
| 16 | 9 | < 0.1% | |
| 18 | 9 | < 0.1% | |
| Other values (23) | 48 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 326 | < 0.1% | |
| 2 | 107 | < 0.1% | |
| 4 | 79 | < 0.1% | |
| 6 | 41 | < 0.1% | |
| 8 | 29 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 672 | 1 | < 0.1% | |
| 320 | 1 | < 0.1% | |
| 196 | 1 | < 0.1% | |
| 118 | 1 | < 0.1% | |
| 98 | 1 | < 0.1% |
Var122
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| 0.0 | 1224 |
|---|---|
| 3.0 | 16 |
| 6.0 | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1224 | < 0.1% | |
| 3 | 16 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Var123
Numeric
| Distinct count | 299 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 60.188 |
|---|---|
| Minimum | 0 |
| Maximum | 13086 |
| Zeros (%) | 18.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| Median | 30 |
| Q3 | 72 |
| 95-th percentile | 138 |
| Maximum | 13086 |
| Range | 13086 |
| Interquartile range | 66 |
Descriptive statistics
| Standard deviation | 221.55 |
|---|---|
| Coef of variation | 3.681 |
| Kurtosis | 1119.3 |
| Mean | 60.188 |
| MAD | 56.099 |
| Skewness | 28.354 |
| Sum | 2.7079e+06 |
| Variance | 49085 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 9405 | 18.8% | |
| 6 | 3863 | 7.7% | |
| 12 | 3044 | 6.1% | |
| 18 | 2540 | 5.1% | |
| 24 | 2143 | < 0.1% | |
| 30 | 1784 | < 0.1% | |
| 48 | 1727 | < 0.1% | |
| 54 | 1685 | < 0.1% | |
| 36 | 1661 | < 0.1% | |
| 60 | 1657 | < 0.1% | |
| Other values (288) | 15482 | 31.0% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 9405 | 18.8% | |
| 6 | 3863 | 7.7% | |
| 12 | 3044 | 6.1% | |
| 18 | 2540 | 5.1% | |
| 24 | 2143 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13086 | 1 | < 0.1% | |
| 10704 | 1 | < 0.1% | |
| 10362 | 1 | < 0.1% | |
| 9636 | 1 | < 0.1% | |
| 9600 | 1 | < 0.1% |
Var124
Numeric
| Distinct count | 348 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.2308e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 9.6768e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.3824e+06 |
| Maximum | 9.6768e+06 |
| Range | 9.6768e+06 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 7.4442e+05 |
|---|---|
| Coef of variation | 3.337 |
| Kurtosis | 48.626 |
| Mean | 2.2308e+05 |
| MAD | 3.6076e+05 |
| Skewness | 5.9198 |
| Sum | 3.5224e+08 |
| Variance | 5.5417e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1200 | < 0.1% | |
| 1.3824e+06 | 15 | < 0.1% | |
| 2.7648e+06 | 8 | < 0.1% | |
| 6.912e+05 | 8 | < 0.1% | |
| 4.8384e+06 | 4 | < 0.1% | |
| 41104 | 2 | < 0.1% | |
| 2.0736e+06 | 2 | < 0.1% | |
| 8.1322e+05 | 1 | < 0.1% | |
| 5.4152e+05 | 1 | < 0.1% | |
| 1.6074e+06 | 1 | < 0.1% | |
| Other values (337) | 337 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1200 | < 0.1% | |
| 376 | 1 | < 0.1% | |
| 792 | 1 | < 0.1% | |
| 1088 | 1 | < 0.1% | |
| 1200 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9.6768e+06 | 1 | < 0.1% | |
| 9.6501e+06 | 1 | < 0.1% | |
| 6.3482e+06 | 1 | < 0.1% | |
| 5.6166e+06 | 1 | < 0.1% | |
| 5.4568e+06 | 1 | < 0.1% |
Var125
Numeric
| Distinct count | 10506 |
|---|---|
| Unique (%) | 21.0% |
| Missing (%) | 11.1% |
| Missing (n) | 5539 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 27888 |
|---|---|
| Minimum | 0 |
| Maximum | 5.436e+06 |
| Zeros (%) | 20.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 234 |
| Median | 6471 |
| Q3 | 31617 |
| 95-th percentile | 1.0624e+05 |
| Maximum | 5.436e+06 |
| Range | 5.436e+06 |
| Interquartile range | 31383 |
Descriptive statistics
| Standard deviation | 90128 |
|---|---|
| Coef of variation | 3.2318 |
| Kurtosis | 1030.8 |
| Mean | 27888 |
| MAD | 32380 |
| Skewness | 25.482 |
| Sum | 1.2399e+09 |
| Variance | 8.1231e+09 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 10134 | 20.3% | |
| 153 | 70 | < 0.1% | |
| 171 | 57 | < 0.1% | |
| 225 | 56 | < 0.1% | |
| 117 | 55 | < 0.1% | |
| 198 | 54 | < 0.1% | |
| 423 | 52 | < 0.1% | |
| 207 | 50 | < 0.1% | |
| 261 | 49 | < 0.1% | |
| 333 | 49 | < 0.1% | |
| Other values (10495) | 33835 | 67.7% | |
| (Missing) | 5539 | 11.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10134 | 20.3% | |
| 9 | 7 | < 0.1% | |
| 18 | 14 | < 0.1% | |
| 27 | 15 | < 0.1% | |
| 36 | 19 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.436e+06 | 1 | < 0.1% | |
| 4.7076e+06 | 1 | < 0.1% | |
| 4.2246e+06 | 1 | < 0.1% | |
| 3.891e+06 | 1 | < 0.1% | |
| 3.877e+06 | 1 | < 0.1% |
Var126
Numeric
| Distinct count | 52 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 27.8% |
| Missing (n) | 13920 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.55388 |
|---|---|
| Minimum | -32 |
| Maximum | 68 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -32 |
|---|---|
| 5-th percentile | -30 |
| Q1 | -20 |
| Median | 4 |
| Q3 | 10 |
| 95-th percentile | 40 |
| Maximum | 68 |
| Range | 100 |
| Interquartile range | 30 |
Descriptive statistics
| Standard deviation | 22.532 |
|---|---|
| Coef of variation | -40.68 |
| Kurtosis | -0.23115 |
| Mean | -0.55388 |
| MAD | 18.484 |
| Skewness | 0.60056 |
| Sum | -19984 |
| Variance | 507.7 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 4 | 9076 | 18.2% | |
| -30 | 2982 | 6.0% | |
| -20 | 2562 | 5.1% | |
| -18 | 1757 | < 0.1% | |
| -28 | 1456 | < 0.1% | |
| -22 | 1436 | < 0.1% | |
| -26 | 1287 | < 0.1% | |
| -24 | 1211 | < 0.1% | |
| 6 | 857 | < 0.1% | |
| 8 | 826 | < 0.1% | |
| Other values (41) | 12630 | 25.3% | |
| (Missing) | 13920 | 27.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -32 | 46 | < 0.1% | |
| -30 | 2982 | 6.0% | |
| -28 | 1456 | < 0.1% | |
| -26 | 1287 | < 0.1% | |
| -24 | 1211 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 68 | 47 | < 0.1% | |
| 66 | 47 | < 0.1% | |
| 64 | 80 | < 0.1% | |
| 62 | 88 | < 0.1% | |
| 60 | 84 | < 0.1% |
Var127
Highly correlated
This variable is highly correlated with Var101 and should be ignored for analysis
| Correlation | 0.95878 |
|---|
Var128
Numeric
| Distinct count | 89 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48917 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 96.526 |
|---|---|
| Minimum | 0 |
| Maximum | 7147 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 35 |
| Q3 | 105 |
| 95-th percentile | 342.3 |
| Maximum | 7147 |
| Range | 7147 |
| Interquartile range | 105 |
Descriptive statistics
| Standard deviation | 317.06 |
|---|---|
| Coef of variation | 3.2847 |
| Kurtosis | 295.24 |
| Mean | 96.526 |
| MAD | 105.62 |
| Skewness | 15.36 |
| Sum | 1.0454e+05 |
| Variance | 1.0052e+05 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 290 | < 0.1% | |
| 14 | 97 | < 0.1% | |
| 21 | 63 | < 0.1% | |
| 28 | 51 | < 0.1% | |
| 35 | 48 | < 0.1% | |
| 7 | 37 | < 0.1% | |
| 56 | 37 | < 0.1% | |
| 42 | 29 | < 0.1% | |
| 63 | 28 | < 0.1% | |
| 49 | 26 | < 0.1% | |
| Other values (78) | 377 | < 0.1% | |
| (Missing) | 48917 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 290 | < 0.1% | |
| 7 | 37 | < 0.1% | |
| 14 | 97 | < 0.1% | |
| 21 | 63 | < 0.1% | |
| 28 | 51 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7147 | 1 | < 0.1% | |
| 5110 | 1 | < 0.1% | |
| 3360 | 1 | < 0.1% | |
| 2170 | 1 | < 0.1% | |
| 1596 | 1 | < 0.1% |
Var129
Numeric
| Distinct count | 46 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.692 |
|---|---|
| Minimum | 0 |
| Maximum | 636 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 10 |
| 95-th percentile | 36 |
| Maximum | 636 |
| Range | 636 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 36.852 |
|---|---|
| Coef of variation | 3.4466 |
| Kurtosis | 170.54 |
| Mean | 10.692 |
| MAD | 12.819 |
| Skewness | 11.83 |
| Sum | 7506 |
| Variance | 1358.1 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 286 | < 0.1% | |
| 2 | 83 | < 0.1% | |
| 4 | 52 | < 0.1% | |
| 6 | 52 | < 0.1% | |
| 8 | 38 | < 0.1% | |
| 10 | 37 | < 0.1% | |
| 16 | 18 | < 0.1% | |
| 12 | 17 | < 0.1% | |
| 18 | 12 | < 0.1% | |
| 22 | 12 | < 0.1% | |
| Other values (35) | 95 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 286 | < 0.1% | |
| 2 | 83 | < 0.1% | |
| 4 | 52 | < 0.1% | |
| 6 | 52 | < 0.1% | |
| 8 | 38 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 636 | 1 | < 0.1% | |
| 482 | 1 | < 0.1% | |
| 378 | 1 | < 0.1% | |
| 200 | 1 | < 0.1% | |
| 126 | 1 | < 0.1% |
Var13
Numeric
| Distinct count | 2635 |
|---|---|
| Unique (%) | 5.3% |
| Missing (%) | 11.1% |
| Missing (n) | 5539 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1249.7 |
|---|---|
| Minimum | 0 |
| Maximum | 1.9787e+05 |
| Zeros (%) | 24.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 232 |
| Q3 | 1604 |
| 95-th percentile | 5292 |
| Maximum | 1.9787e+05 |
| Range | 1.9787e+05 |
| Interquartile range | 1604 |
Descriptive statistics
| Standard deviation | 2795 |
|---|---|
| Coef of variation | 2.2365 |
| Kurtosis | 669.92 |
| Mean | 1249.7 |
| MAD | 1498 |
| Skewness | 14.702 |
| Sum | 5.5562e+07 |
| Variance | 7.8118e+06 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 12258 | 24.5% | |
| 4 | 703 | < 0.1% | |
| 8 | 436 | < 0.1% | |
| 12 | 366 | < 0.1% | |
| 16 | 339 | < 0.1% | |
| 24 | 324 | < 0.1% | |
| 20 | 317 | < 0.1% | |
| 28 | 286 | < 0.1% | |
| 36 | 256 | < 0.1% | |
| 44 | 239 | < 0.1% | |
| Other values (2624) | 28937 | 57.9% | |
| (Missing) | 5539 | 11.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 12258 | 24.5% | |
| 4 | 703 | < 0.1% | |
| 8 | 436 | < 0.1% | |
| 12 | 366 | < 0.1% | |
| 16 | 339 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.9787e+05 | 1 | < 0.1% | |
| 97364 | 1 | < 0.1% | |
| 81268 | 1 | < 0.1% | |
| 80160 | 1 | < 0.1% | |
| 71864 | 1 | < 0.1% |
Var130
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48760 |
| 0.0 | 1035 |
|---|---|
| 3.0 | 205 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1035 | < 0.1% | |
| 3 | 205 | < 0.1% | |
| (Missing) | 48760 | > 99.9% |
Var131
Numeric
| Distinct count | 153 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.0649e+06 |
|---|---|
| Minimum | 0 |
| Maximum | 4.4223e+08 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.6214e+07 |
| Maximum | 4.4223e+08 |
| Range | 4.4223e+08 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.5312e+07 |
|---|---|
| Coef of variation | 6.227 |
| Kurtosis | 171.56 |
| Mean | 4.0649e+06 |
| MAD | 7.3074e+06 |
| Skewness | 11.835 |
| Sum | 2.8535e+09 |
| Variance | 6.4069e+14 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 551 | < 0.1% | |
| 4.7511e+07 | 1 | < 0.1% | |
| 14712 | 1 | < 0.1% | |
| 1.5064e+07 | 1 | < 0.1% | |
| 2.2424e+08 | 1 | < 0.1% | |
| 1.2275e+06 | 1 | < 0.1% | |
| 4.047e+05 | 1 | < 0.1% | |
| 1.8802e+06 | 1 | < 0.1% | |
| 1.5287e+05 | 1 | < 0.1% | |
| 4.0341e+05 | 1 | < 0.1% | |
| Other values (142) | 142 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 551 | < 0.1% | |
| 656 | 1 | < 0.1% | |
| 2216 | 1 | < 0.1% | |
| 2928 | 1 | < 0.1% | |
| 5648 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4.4223e+08 | 1 | < 0.1% | |
| 3.1868e+08 | 1 | < 0.1% | |
| 2.2424e+08 | 1 | < 0.1% | |
| 1.2984e+08 | 1 | < 0.1% | |
| 1.2407e+08 | 1 | < 0.1% |
Var132
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.5246 |
|---|---|
| Minimum | 0 |
| Maximum | 184 |
| Zeros (%) | 73.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 24 |
| Maximum | 184 |
| Range | 184 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 9.9949 |
|---|---|
| Coef of variation | 2.8357 |
| Kurtosis | 26.066 |
| Mean | 3.5246 |
| MAD | 5.7563 |
| Skewness | 4.3128 |
| Sum | 1.5858e+05 |
| Variance | 99.898 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 36739 | 73.5% | |
| 8 | 3752 | 7.5% | |
| 16 | 1783 | < 0.1% | |
| 24 | 978 | < 0.1% | |
| 32 | 648 | < 0.1% | |
| 40 | 485 | < 0.1% | |
| 48 | 246 | < 0.1% | |
| 56 | 144 | < 0.1% | |
| 64 | 85 | < 0.1% | |
| 72 | 58 | < 0.1% | |
| Other values (9) | 73 | < 0.1% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 36739 | 73.5% | |
| 8 | 3752 | 7.5% | |
| 16 | 1783 | < 0.1% | |
| 24 | 978 | < 0.1% | |
| 32 | 648 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 184 | 1 | < 0.1% | |
| 160 | 2 | < 0.1% | |
| 128 | 1 | < 0.1% | |
| 120 | 3 | < 0.1% | |
| 112 | 6 | < 0.1% |
Var133
Numeric
| Distinct count | 37604 |
|---|---|
| Unique (%) | 75.2% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.2736e+06 |
|---|---|
| Minimum | 0 |
| Maximum | 1.501e+07 |
| Zeros (%) | 7.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.1681e+05 |
| Median | 1.4798e+06 |
| Q3 | 3.6047e+06 |
| 95-th percentile | 7.4704e+06 |
| Maximum | 1.501e+07 |
| Range | 1.501e+07 |
| Interquartile range | 3.3879e+06 |
Descriptive statistics
| Standard deviation | 2.4386e+06 |
|---|---|
| Coef of variation | 1.0726 |
| Kurtosis | 1.2771 |
| Mean | 2.2736e+06 |
| MAD | 1.9585e+06 |
| Skewness | 1.272 |
| Sum | 1.0229e+11 |
| Variance | 5.9468e+12 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3848 | 7.7% | |
| 9.504e+06 | 321 | < 0.1% | |
| 3.024e+06 | 138 | < 0.1% | |
| 6.048e+06 | 124 | < 0.1% | |
| 1.296e+06 | 116 | < 0.1% | |
| 9.072e+06 | 107 | < 0.1% | |
| 8.208e+06 | 83 | < 0.1% | |
| 3.888e+06 | 73 | < 0.1% | |
| 1.2096e+07 | 63 | < 0.1% | |
| 4.32e+05 | 61 | < 0.1% | |
| Other values (37593) | 40057 | 80.1% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3848 | 7.7% | |
| 5 | 1 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| 35 | 1 | < 0.1% | |
| 55 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.501e+07 | 1 | < 0.1% | |
| 1.4816e+07 | 1 | < 0.1% | |
| 1.4469e+07 | 1 | < 0.1% | |
| 1.4268e+07 | 1 | < 0.1% | |
| 1.424e+07 | 1 | < 0.1% |
Var134
Numeric
| Distinct count | 33182 |
|---|---|
| Unique (%) | 66.4% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.3734e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 5.7353e+06 |
| Zeros (%) | 13.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 29808 |
| Median | 2.0893e+05 |
| Q3 | 6.1488e+05 |
| 95-th percentile | 1.6101e+06 |
| Maximum | 5.7353e+06 |
| Range | 5.7353e+06 |
| Interquartile range | 5.8508e+05 |
Descriptive statistics
| Standard deviation | 6.0434e+05 |
|---|---|
| Coef of variation | 1.3819 |
| Kurtosis | 8.861 |
| Mean | 4.3734e+05 |
| MAD | 4.2103e+05 |
| Skewness | 2.5659 |
| Sum | 1.9676e+10 |
| Variance | 3.6523e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6629 | 13.3% | |
| 5.184e+05 | 240 | < 0.1% | |
| 1.2096e+06 | 232 | < 0.1% | |
| 1.728e+05 | 224 | < 0.1% | |
| 3.456e+05 | 155 | < 0.1% | |
| 8.64e+05 | 140 | < 0.1% | |
| 6.912e+05 | 126 | < 0.1% | |
| 1.0368e+06 | 125 | < 0.1% | |
| 1.3824e+06 | 105 | < 0.1% | |
| 2.4192e+06 | 104 | < 0.1% | |
| Other values (33171) | 36911 | 73.8% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6629 | 13.3% | |
| 2 | 2 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 8 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.7353e+06 | 1 | < 0.1% | |
| 5.7253e+06 | 1 | < 0.1% | |
| 5.1593e+06 | 1 | < 0.1% | |
| 5.0415e+06 | 1 | < 0.1% | |
| 4.9602e+06 | 1 | < 0.1% |
Var135
Numeric
| Distinct count | 680 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 199.92 |
|---|---|
| Minimum | 0 |
| Maximum | 710.43 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18.074 |
| Q1 | 23.205 |
| Median | 225.68 |
| Q3 | 292.53 |
| 95-th percentile | 392.99 |
| Maximum | 710.43 |
| Range | 710.43 |
| Interquartile range | 269.32 |
Descriptive statistics
| Standard deviation | 132.54 |
|---|---|
| Coef of variation | 0.66294 |
| Kurtosis | -0.90594 |
| Mean | 199.92 |
| MAD | 111.26 |
| Skewness | -0.098516 |
| Sum | 3.1567e+05 |
| Variance | 17566 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 64 | < 0.1% | |
| 18.69 | 51 | < 0.1% | |
| 19.25 | 48 | < 0.1% | |
| 22.12 | 44 | < 0.1% | |
| 18.13 | 36 | < 0.1% | |
| 22.68 | 36 | < 0.1% | |
| 21 | 34 | < 0.1% | |
| 21.56 | 33 | < 0.1% | |
| 20.37 | 31 | < 0.1% | |
| 216.86 | 19 | < 0.1% | |
| Other values (669) | 1183 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 64 | < 0.1% | |
| 3.01 | 1 | < 0.1% | |
| 4.55 | 1 | < 0.1% | |
| 5.88 | 5 | < 0.1% | |
| 6.79 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 710.43 | 1 | < 0.1% | |
| 664.44 | 1 | < 0.1% | |
| 580.09 | 1 | < 0.1% | |
| 556.71 | 1 | < 0.1% | |
| 523.18 | 1 | < 0.1% |
Var136
Numeric
| Distinct count | 535 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49306 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1069e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 1.2096e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3792.9 |
| Median | 46255 |
| Q3 | 1.3023e+05 |
| 95-th percentile | 4.8865e+05 |
| Maximum | 1.2096e+06 |
| Range | 1.2096e+06 |
| Interquartile range | 1.2643e+05 |
Descriptive statistics
| Standard deviation | 1.8949e+05 |
|---|---|
| Coef of variation | 1.7119 |
| Kurtosis | 12.89 |
| Mean | 1.1069e+05 |
| MAD | 1.1257e+05 |
| Skewness | 3.3363 |
| Sum | 7.6819e+07 |
| Variance | 3.5908e+10 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 142 | < 0.1% | |
| 1.728e+05 | 16 | < 0.1% | |
| 1.2096e+06 | 5 | < 0.1% | |
| 5892.9 | 1 | < 0.1% | |
| 22392 | 1 | < 0.1% | |
| 1539.4 | 1 | < 0.1% | |
| 2179.4 | 1 | < 0.1% | |
| 15676 | 1 | < 0.1% | |
| 2112.7 | 1 | < 0.1% | |
| 5784 | 1 | < 0.1% | |
| Other values (524) | 524 | < 0.1% | |
| (Missing) | 49306 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 142 | < 0.1% | |
| 80 | 1 | < 0.1% | |
| 188 | 1 | < 0.1% | |
| 382.07 | 1 | < 0.1% | |
| 580.38 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.2096e+06 | 1 | < 0.1% | |
| 1.2096e+06 | 5 | < 0.1% | |
| 9.522e+05 | 1 | < 0.1% | |
| 9.3621e+05 | 1 | < 0.1% | |
| 9.3019e+05 | 1 | < 0.1% |
Var137
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.8291 |
|---|---|
| Minimum | 0 |
| Maximum | 204 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 4 |
| 95-th percentile | 20 |
| Maximum | 204 |
| Range | 204 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 12.431 |
|---|---|
| Coef of variation | 3.2466 |
| Kurtosis | 107.95 |
| Mean | 3.8291 |
| MAD | 5.52 |
| Skewness | 8.4968 |
| Sum | 2688 |
| Variance | 154.54 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 506 | < 0.1% | |
| 4 | 91 | < 0.1% | |
| 8 | 29 | < 0.1% | |
| 12 | 22 | < 0.1% | |
| 16 | 15 | < 0.1% | |
| 20 | 11 | < 0.1% | |
| 24 | 8 | < 0.1% | |
| 28 | 3 | < 0.1% | |
| 64 | 3 | < 0.1% | |
| 36 | 3 | < 0.1% | |
| Other values (9) | 11 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 506 | < 0.1% | |
| 4 | 91 | < 0.1% | |
| 8 | 29 | < 0.1% | |
| 12 | 22 | < 0.1% | |
| 16 | 15 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 204 | 1 | < 0.1% | |
| 100 | 1 | < 0.1% | |
| 84 | 1 | < 0.1% | |
| 76 | 1 | < 0.1% | |
| 68 | 1 | < 0.1% |
Var138
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| 0.0 | 1578 |
|---|---|
| 2.0 | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1578 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Var139
Numeric
| Distinct count | 675 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.8154e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 2.7006e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1.4734e+05 |
| 95-th percentile | 1.0996e+06 |
| Maximum | 2.7006e+06 |
| Range | 2.7006e+06 |
| Interquartile range | 1.4734e+05 |
Descriptive statistics
| Standard deviation | 3.9336e+05 |
|---|---|
| Coef of variation | 2.1668 |
| Kurtosis | 10.583 |
| Mean | 1.8154e+05 |
| MAD | 2.5239e+05 |
| Skewness | 3.0665 |
| Sum | 2.6995e+08 |
| Variance | 1.5473e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 799 | < 0.1% | |
| 1.2096e+06 | 7 | < 0.1% | |
| 1.728e+05 | 5 | < 0.1% | |
| 3.456e+05 | 2 | < 0.1% | |
| 11678 | 2 | < 0.1% | |
| 2.4192e+06 | 2 | < 0.1% | |
| 5.184e+05 | 2 | < 0.1% | |
| 19182 | 2 | < 0.1% | |
| 3.4354e+05 | 1 | < 0.1% | |
| 33948 | 1 | < 0.1% | |
| Other values (664) | 664 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 799 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| 96 | 1 | < 0.1% | |
| 98 | 1 | < 0.1% | |
| 100 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.7006e+06 | 1 | < 0.1% | |
| 2.5602e+06 | 1 | < 0.1% | |
| 2.5113e+06 | 1 | < 0.1% | |
| 2.5019e+06 | 1 | < 0.1% | |
| 2.4192e+06 | 2 | < 0.1% |
Var14
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48760 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.74194 |
|---|---|
| Minimum | 0 |
| Maximum | 48 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.7143 |
|---|---|
| Coef of variation | 5.0063 |
| Kurtosis | 54.557 |
| Mean | 0.74194 |
| MAD | 1.381 |
| Skewness | 6.7762 |
| Sum | 920 |
| Variance | 13.796 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1154 | < 0.1% | |
| 2 | 22 | < 0.1% | |
| 4 | 11 | < 0.1% | |
| 8 | 9 | < 0.1% | |
| 6 | 8 | < 0.1% | |
| 16 | 6 | < 0.1% | |
| 18 | 5 | < 0.1% | |
| 12 | 4 | < 0.1% | |
| 14 | 4 | < 0.1% | |
| 20 | 4 | < 0.1% | |
| Other values (9) | 13 | < 0.1% | |
| (Missing) | 48760 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1154 | < 0.1% | |
| 2 | 22 | < 0.1% | |
| 4 | 11 | < 0.1% | |
| 6 | 8 | < 0.1% | |
| 8 | 9 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 48 | 1 | < 0.1% | |
| 38 | 1 | < 0.1% | |
| 34 | 1 | < 0.1% | |
| 32 | 1 | < 0.1% | |
| 30 | 1 | < 0.1% |
Var140
Numeric
| Distinct count | 2649 |
|---|---|
| Unique (%) | 5.3% |
| Missing (%) | 11.1% |
| Missing (n) | 5539 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1381.3 |
|---|---|
| Minimum | 0 |
| Maximum | 5.2054e+05 |
| Zeros (%) | 26.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 220 |
| Q3 | 1350 |
| 95-th percentile | 6510 |
| Maximum | 5.2054e+05 |
| Range | 5.2054e+05 |
| Interquartile range | 1350 |
Descriptive statistics
| Standard deviation | 3990.5 |
|---|---|
| Coef of variation | 2.889 |
| Kurtosis | 6495.2 |
| Mean | 1381.3 |
| MAD | 1714.8 |
| Skewness | 53.188 |
| Sum | 6.1412e+07 |
| Variance | 1.5924e+07 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 13090 | 26.2% | |
| 5 | 552 | < 0.1% | |
| 10 | 480 | < 0.1% | |
| 15 | 412 | < 0.1% | |
| 20 | 370 | < 0.1% | |
| 30 | 305 | < 0.1% | |
| 40 | 292 | < 0.1% | |
| 25 | 289 | < 0.1% | |
| 65 | 264 | < 0.1% | |
| 35 | 262 | < 0.1% | |
| Other values (2638) | 28145 | 56.3% | |
| (Missing) | 5539 | 11.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 13090 | 26.2% | |
| 5 | 552 | < 0.1% | |
| 10 | 480 | < 0.1% | |
| 15 | 412 | < 0.1% | |
| 20 | 370 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.2054e+05 | 1 | < 0.1% | |
| 1.2444e+05 | 1 | < 0.1% | |
| 1.0106e+05 | 1 | < 0.1% | |
| 92095 | 1 | < 0.1% | |
| 77240 | 1 | < 0.1% |
Var141
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var142
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| 0.0 | 516 |
|---|---|
| 4.0 | 176 |
| 8.0 | 8 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 516 | < 0.1% | |
| 4 | 176 | < 0.1% | |
| 8 | 8 | < 0.1% | |
| 12 | 2 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
| Max length | 4 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Var143
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| 0.0 | |
|---|---|
| 6.0 | 361 |
| 12.0 | 31 |
| (Missing) | 5009 |
| Value | Count | Frequency (%) | |
| 0 | 44595 | 89.2% | |
| 6 | 361 | < 0.1% | |
| 12 | 31 | < 0.1% | |
| 18 | 4 | < 0.1% | |
| (Missing) | 5009 | 10.0% |
| Max length | 4 |
|---|---|
| Mean length | 3.0007 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Var144
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 11.1% |
| Missing (n) | 5529 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.728 |
|---|---|
| Minimum | 0 |
| Maximum | 81 |
| Zeros (%) | 28.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 9 |
| Q3 | 18 |
| 95-th percentile | 36 |
| Maximum | 81 |
| Range | 81 |
| Interquartile range | 18 |
Descriptive statistics
| Standard deviation | 11.72 |
|---|---|
| Coef of variation | 0.99937 |
| Kurtosis | 1.6191 |
| Mean | 11.728 |
| MAD | 9.2357 |
| Skewness | 1.2064 |
| Sum | 5.2154e+05 |
| Variance | 137.37 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 9 | 14630 | 29.3% | |
| 0 | 14108 | 28.2% | |
| 18 | 8588 | 17.2% | |
| 27 | 4121 | 8.2% | |
| 36 | 1847 | < 0.1% | |
| 45 | 794 | < 0.1% | |
| 54 | 283 | < 0.1% | |
| 63 | 79 | < 0.1% | |
| 72 | 18 | < 0.1% | |
| 81 | 3 | < 0.1% | |
| (Missing) | 5529 | 11.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 14108 | 28.2% | |
| 9 | 14630 | 29.3% | |
| 18 | 8588 | 17.2% | |
| 27 | 4121 | 8.2% | |
| 36 | 1847 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 81 | 3 | < 0.1% | |
| 72 | 18 | < 0.1% | |
| 63 | 79 | < 0.1% | |
| 54 | 283 | < 0.1% | |
| 45 | 794 | < 0.1% |
Var145
Highly correlated
This variable is highly correlated with Var128 and should be ignored for analysis
| Correlation | 1 |
|---|
Var146
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.7814 |
|---|---|
| Minimum | 0 |
| Maximum | 96 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 16 |
| Maximum | 96 |
| Range | 96 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 7.8841 |
|---|---|
| Coef of variation | 2.8345 |
| Kurtosis | 34.628 |
| Mean | 2.7814 |
| MAD | 4.5266 |
| Skewness | 4.8951 |
| Sum | 4136 |
| Variance | 62.159 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1210 | < 0.1% | |
| 8 | 164 | < 0.1% | |
| 16 | 60 | < 0.1% | |
| 24 | 21 | < 0.1% | |
| 32 | 16 | < 0.1% | |
| 48 | 6 | < 0.1% | |
| 40 | 6 | < 0.1% | |
| 80 | 2 | < 0.1% | |
| 96 | 1 | < 0.1% | |
| 64 | 1 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1210 | < 0.1% | |
| 8 | 164 | < 0.1% | |
| 16 | 60 | < 0.1% | |
| 24 | 21 | < 0.1% | |
| 32 | 16 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 96 | 1 | < 0.1% | |
| 80 | 2 | < 0.1% | |
| 64 | 1 | < 0.1% | |
| 48 | 6 | < 0.1% | |
| 40 | 6 | < 0.1% |
Var147
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.7014 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.4847 |
|---|---|
| Coef of variation | 0.8726 |
| Kurtosis | -0.49505 |
| Mean | 1.7014 |
| MAD | 1.1968 |
| Skewness | 0.40475 |
| Sum | 2530 |
| Variance | 2.2042 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 2 | 675 | < 0.1% | |
| 0 | 523 | < 0.1% | |
| 4 | 279 | < 0.1% | |
| 6 | 8 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 523 | < 0.1% | |
| 2 | 675 | < 0.1% | |
| 4 | 279 | < 0.1% | |
| 6 | 8 | < 0.1% | |
| 8 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8 | 2 | < 0.1% | |
| 6 | 8 | < 0.1% | |
| 4 | 279 | < 0.1% | |
| 2 | 675 | < 0.1% | |
| 0 | 523 | < 0.1% |
Var148
Numeric
| Distinct count | 120 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 140.49 |
|---|---|
| Minimum | 0 |
| Maximum | 18808 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 24 |
| Q3 | 128 |
| 95-th percentile | 520 |
| Maximum | 18808 |
| Range | 18808 |
| Interquartile range | 128 |
Descriptive statistics
| Standard deviation | 633.37 |
|---|---|
| Coef of variation | 4.5084 |
| Kurtosis | 547.53 |
| Mean | 140.49 |
| MAD | 173.49 |
| Skewness | 20.663 |
| Sum | 2.089e+05 |
| Variance | 4.0115e+05 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 640 | < 0.1% | |
| 24 | 48 | < 0.1% | |
| 16 | 43 | < 0.1% | |
| 32 | 42 | < 0.1% | |
| 56 | 39 | < 0.1% | |
| 40 | 36 | < 0.1% | |
| 48 | 36 | < 0.1% | |
| 72 | 29 | < 0.1% | |
| 8 | 29 | < 0.1% | |
| 64 | 28 | < 0.1% | |
| Other values (109) | 517 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 640 | < 0.1% | |
| 8 | 29 | < 0.1% | |
| 16 | 43 | < 0.1% | |
| 24 | 48 | < 0.1% | |
| 32 | 42 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18808 | 1 | < 0.1% | |
| 9360 | 1 | < 0.1% | |
| 6560 | 1 | < 0.1% | |
| 4720 | 1 | < 0.1% | |
| 3496 | 1 | < 0.1% |
Var149
Numeric
| Distinct count | 18653 |
|---|---|
| Unique (%) | 37.3% |
| Missing (%) | 14.5% |
| Missing (n) | 7230 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.9492e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 1.6934e+07 |
| Zeros (%) | 32.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 51898 |
| Q3 | 4.1211e+05 |
| 95-th percentile | 1.2096e+06 |
| Maximum | 1.6934e+07 |
| Range | 1.6934e+07 |
| Interquartile range | 4.1211e+05 |
Descriptive statistics
| Standard deviation | 6.5689e+05 |
|---|---|
| Coef of variation | 2.2274 |
| Kurtosis | 176.55 |
| Mean | 2.9492e+05 |
| MAD | 3.4733e+05 |
| Skewness | 9.8327 |
| Sum | 1.2614e+10 |
| Variance | 4.3151e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 16205 | 32.4% | |
| 6.048e+05 | 1657 | < 0.1% | |
| 1.2096e+06 | 734 | < 0.1% | |
| 5.5441e+05 | 511 | < 0.1% | |
| 1.8144e+06 | 267 | < 0.1% | |
| 5.5442e+05 | 262 | < 0.1% | |
| 5.5444e+05 | 228 | < 0.1% | |
| 2.4192e+06 | 187 | < 0.1% | |
| 5.5443e+05 | 169 | < 0.1% | |
| 5.5441e+05 | 160 | < 0.1% | |
| Other values (18642) | 22390 | 44.8% | |
| (Missing) | 7230 | 14.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 16205 | 32.4% | |
| 7 | 2 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 21 | 3 | < 0.1% | |
| 28 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.6934e+07 | 9 | < 0.1% | |
| 1.681e+07 | 1 | < 0.1% | |
| 1.6804e+07 | 1 | < 0.1% | |
| 1.2701e+07 | 11 | < 0.1% | |
| 1.2556e+07 | 1 | < 0.1% |
Var15
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var150
Numeric
| Distinct count | 601 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.5769e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 6.048e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1.122e+05 |
| 95-th percentile | 8.64e+05 |
| Maximum | 6.048e+06 |
| Range | 6.048e+06 |
| Interquartile range | 1.122e+05 |
Descriptive statistics
| Standard deviation | 4.1361e+05 |
|---|---|
| Coef of variation | 2.623 |
| Kurtosis | 49.015 |
| Mean | 1.5769e+05 |
| MAD | 2.246e+05 |
| Skewness | 5.6519 |
| Sum | 2.4899e+08 |
| Variance | 1.7107e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 939 | < 0.1% | |
| 8.64e+05 | 10 | < 0.1% | |
| 4.32e+05 | 6 | < 0.1% | |
| 3.9602e+05 | 6 | < 0.1% | |
| 3.9602e+05 | 4 | < 0.1% | |
| 3.9601e+05 | 4 | < 0.1% | |
| 7.9203e+05 | 3 | < 0.1% | |
| 3.9600e+05 | 3 | < 0.1% | |
| 3.9602e+05 | 3 | < 0.1% | |
| 1.296e+06 | 3 | < 0.1% | |
| Other values (590) | 598 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 939 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| 230 | 1 | < 0.1% | |
| 235 | 1 | < 0.1% | |
| 240 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.048e+06 | 1 | < 0.1% | |
| 3.9835e+06 | 1 | < 0.1% | |
| 3.8888e+06 | 1 | < 0.1% | |
| 3.8325e+06 | 1 | < 0.1% | |
| 3.456e+06 | 1 | < 0.1% |
Var151
Highly correlated
This variable is highly correlated with Var148 and should be ignored for analysis
| Correlation | 0.91228 |
|---|
Var152
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.3141 |
|---|---|
| Minimum | 0 |
| Maximum | 66 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 6 |
| Q3 | 12 |
| 95-th percentile | 24 |
| Maximum | 66 |
| Range | 66 |
| Interquartile range | 12 |
Descriptive statistics
| Standard deviation | 9.0953 |
|---|---|
| Coef of variation | 1.094 |
| Kurtosis | 6.6444 |
| Mean | 8.3141 |
| MAD | 6.6055 |
| Skewness | 2.0527 |
| Sum | 13128 |
| Variance | 82.725 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 6 | 547 | < 0.1% | |
| 0 | 475 | < 0.1% | |
| 12 | 315 | < 0.1% | |
| 18 | 114 | < 0.1% | |
| 24 | 56 | < 0.1% | |
| 30 | 31 | < 0.1% | |
| 36 | 22 | < 0.1% | |
| 42 | 9 | < 0.1% | |
| 66 | 4 | < 0.1% | |
| 48 | 4 | < 0.1% | |
| Other values (2) | 2 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 475 | < 0.1% | |
| 6 | 547 | < 0.1% | |
| 12 | 315 | < 0.1% | |
| 18 | 114 | < 0.1% | |
| 24 | 56 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 66 | 4 | < 0.1% | |
| 60 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 48 | 4 | < 0.1% | |
| 42 | 9 | < 0.1% |
Var153
Numeric
| Distinct count | 36398 |
|---|---|
| Unique (%) | 72.8% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.182e+06 |
|---|---|
| Minimum | 0 |
| Maximum | 1.3908e+07 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1534 |
| Q1 | 1.2323e+06 |
| Median | 8.1316e+06 |
| Q3 | 1.0373e+07 |
| 95-th percentile | 1.0703e+07 |
| Maximum | 1.3908e+07 |
| Range | 1.3908e+07 |
| Interquartile range | 9.141e+06 |
Descriptive statistics
| Standard deviation | 4.3489e+06 |
|---|---|
| Coef of variation | 0.70349 |
| Kurtosis | -1.675 |
| Mean | 6.182e+06 |
| MAD | 4.0984e+06 |
| Skewness | -0.29062 |
| Sum | 2.7813e+11 |
| Variance | 1.8913e+13 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2221 | < 0.1% | |
| 1.0368e+07 | 246 | < 0.1% | |
| 1.0714e+07 | 122 | < 0.1% | |
| 9.6768e+06 | 117 | < 0.1% | |
| 1.0022e+07 | 20 | < 0.1% | |
| 1.0455e+07 | 19 | < 0.1% | |
| 7.2576e+06 | 14 | < 0.1% | |
| 1.0455e+07 | 11 | < 0.1% | |
| 1.0714e+07 | 9 | < 0.1% | |
| 1.0455e+07 | 9 | < 0.1% | |
| Other values (36387) | 42203 | 84.4% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2221 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| 60 | 1 | < 0.1% | |
| 120 | 1 | < 0.1% | |
| 164 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.3908e+07 | 1 | < 0.1% | |
| 1.3875e+07 | 1 | < 0.1% | |
| 1.3804e+07 | 1 | < 0.1% | |
| 1.3757e+07 | 1 | < 0.1% | |
| 1.3725e+07 | 1 | < 0.1% |
Var154
Numeric
| Distinct count | 389 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.5382e+06 |
|---|---|
| Minimum | 0 |
| Maximum | 1.5049e+07 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 3.4152e+05 |
| Q3 | 2.2673e+06 |
| 95-th percentile | 6.341e+06 |
| Maximum | 1.5049e+07 |
| Range | 1.5049e+07 |
| Interquartile range | 2.2673e+06 |
Descriptive statistics
| Standard deviation | 2.2802e+06 |
|---|---|
| Coef of variation | 1.4824 |
| Kurtosis | 4.4976 |
| Mean | 1.5382e+06 |
| MAD | 1.7223e+06 |
| Skewness | 1.9756 |
| Sum | 1.0798e+09 |
| Variance | 5.1994e+12 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 273 | < 0.1% | |
| 2.0736e+06 | 15 | < 0.1% | |
| 4.8384e+06 | 10 | < 0.1% | |
| 1.3824e+06 | 6 | < 0.1% | |
| 6.912e+05 | 5 | < 0.1% | |
| 9.6768e+06 | 4 | < 0.1% | |
| 2.7648e+06 | 4 | < 0.1% | |
| 3.456e+06 | 3 | < 0.1% | |
| 6.2208e+06 | 3 | < 0.1% | |
| 1.8759e+06 | 1 | < 0.1% | |
| Other values (378) | 378 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 273 | < 0.1% | |
| 376 | 1 | < 0.1% | |
| 480 | 1 | < 0.1% | |
| 1200 | 1 | < 0.1% | |
| 1376 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.5049e+07 | 1 | < 0.1% | |
| 1.3394e+07 | 1 | < 0.1% | |
| 1.1501e+07 | 1 | < 0.1% | |
| 9.6768e+06 | 4 | < 0.1% | |
| 9.5695e+06 | 1 | < 0.1% |
Var155
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.80114 |
|---|---|
| Minimum | 0 |
| Maximum | 35 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.0429 |
|---|---|
| Coef of variation | 3.7983 |
| Kurtosis | 39.094 |
| Mean | 0.80114 |
| MAD | 1.4511 |
| Skewness | 5.4766 |
| Sum | 1265 |
| Variance | 9.2595 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1430 | < 0.1% | |
| 5 | 91 | < 0.1% | |
| 10 | 31 | < 0.1% | |
| 15 | 18 | < 0.1% | |
| 20 | 4 | < 0.1% | |
| 35 | 2 | < 0.1% | |
| 25 | 2 | < 0.1% | |
| 30 | 1 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1430 | < 0.1% | |
| 5 | 91 | < 0.1% | |
| 10 | 31 | < 0.1% | |
| 15 | 18 | < 0.1% | |
| 20 | 4 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 35 | 2 | < 0.1% | |
| 30 | 1 | < 0.1% | |
| 25 | 2 | < 0.1% | |
| 20 | 4 | < 0.1% | |
| 15 | 18 | < 0.1% |
Var156
Highly correlated
This variable is highly correlated with Var129 and should be ignored for analysis
| Correlation | 0.9648 |
|---|
Var157
Highly correlated
This variable is highly correlated with Var151 and should be ignored for analysis
| Correlation | 0.93437 |
|---|
Var158
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49127 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.8969 |
|---|---|
| Minimum | 0 |
| Maximum | 87 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 3 |
| 95-th percentile | 9 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 6.3257 |
|---|---|
| Coef of variation | 3.3347 |
| Kurtosis | 71.138 |
| Mean | 1.8969 |
| MAD | 2.8247 |
| Skewness | 7.4473 |
| Sum | 1656 |
| Variance | 40.015 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 650 | < 0.1% | |
| 3 | 135 | < 0.1% | |
| 6 | 35 | < 0.1% | |
| 9 | 19 | < 0.1% | |
| 12 | 13 | < 0.1% | |
| 18 | 6 | < 0.1% | |
| 21 | 3 | < 0.1% | |
| 30 | 2 | < 0.1% | |
| 48 | 1 | < 0.1% | |
| 87 | 1 | < 0.1% | |
| Other values (8) | 8 | < 0.1% | |
| (Missing) | 49127 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 650 | < 0.1% | |
| 3 | 135 | < 0.1% | |
| 6 | 35 | < 0.1% | |
| 9 | 19 | < 0.1% | |
| 12 | 13 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 87 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| 60 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 51 | 1 | < 0.1% |
Var159
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.7139 |
|---|---|
| Minimum | 0 |
| Maximum | 99 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 27 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 11.027 |
|---|---|
| Coef of variation | 2.3393 |
| Kurtosis | 12.907 |
| Mean | 4.7139 |
| MAD | 7.1336 |
| Skewness | 3.2622 |
| Sum | 5850 |
| Variance | 121.6 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 939 | < 0.1% | |
| 9 | 153 | < 0.1% | |
| 18 | 64 | < 0.1% | |
| 27 | 32 | < 0.1% | |
| 36 | 23 | < 0.1% | |
| 54 | 15 | < 0.1% | |
| 45 | 10 | < 0.1% | |
| 63 | 2 | < 0.1% | |
| 72 | 2 | < 0.1% | |
| 99 | 1 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 939 | < 0.1% | |
| 9 | 153 | < 0.1% | |
| 18 | 64 | < 0.1% | |
| 27 | 32 | < 0.1% | |
| 36 | 23 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 99 | 1 | < 0.1% | |
| 72 | 2 | < 0.1% | |
| 63 | 2 | < 0.1% | |
| 54 | 15 | < 0.1% | |
| 45 | 10 | < 0.1% |
Var16
Numeric
| Distinct count | 598 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 120.24 |
|---|---|
| Minimum | 0 |
| Maximum | 434.92 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10.68 |
| Q1 | 51.92 |
| Median | 131.08 |
| Q3 | 170.08 |
| 95-th percentile | 228.76 |
| Maximum | 434.92 |
| Range | 434.92 |
| Interquartile range | 118.16 |
Descriptive statistics
| Standard deviation | 72.386 |
|---|---|
| Coef of variation | 0.60202 |
| Kurtosis | -0.50946 |
| Mean | 120.24 |
| MAD | 59.208 |
| Skewness | -0.043995 |
| Sum | 1.788e+05 |
| Variance | 5239.8 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 54 | < 0.1% | |
| 11 | 35 | < 0.1% | |
| 11.32 | 32 | < 0.1% | |
| 12 | 24 | < 0.1% | |
| 11.64 | 24 | < 0.1% | |
| 10.68 | 22 | < 0.1% | |
| 50.48 | 18 | < 0.1% | |
| 49.08 | 18 | < 0.1% | |
| 12.96 | 15 | < 0.1% | |
| 47.68 | 15 | < 0.1% | |
| Other values (587) | 1230 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 54 | < 0.1% | |
| 2.3893 | 1 | < 0.1% | |
| 3.36 | 9 | < 0.1% | |
| 3.68 | 1 | < 0.1% | |
| 8.72 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 434.92 | 1 | < 0.1% | |
| 375.32 | 1 | < 0.1% | |
| 339.16 | 1 | < 0.1% | |
| 334.92 | 1 | < 0.1% | |
| 321.6 | 1 | < 0.1% |
Var160
Numeric
| Distinct count | 403 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 38.803 |
|---|---|
| Minimum | 0 |
| Maximum | 4862 |
| Zeros (%) | 7.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| Median | 22 |
| Q3 | 42 |
| 95-th percentile | 114 |
| Maximum | 4862 |
| Range | 4862 |
| Interquartile range | 32 |
Descriptive statistics
| Standard deviation | 99.497 |
|---|---|
| Coef of variation | 2.5642 |
| Kurtosis | 663.92 |
| Mean | 38.803 |
| MAD | 33.208 |
| Skewness | 20.528 |
| Sum | 1.7458e+06 |
| Variance | 9899.7 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3848 | 7.7% | |
| 22 | 1898 | < 0.1% | |
| 2 | 1855 | < 0.1% | |
| 6 | 1850 | < 0.1% | |
| 4 | 1831 | < 0.1% | |
| 20 | 1827 | < 0.1% | |
| 18 | 1806 | < 0.1% | |
| 8 | 1781 | < 0.1% | |
| 16 | 1679 | < 0.1% | |
| 10 | 1651 | < 0.1% | |
| Other values (392) | 24965 | 49.9% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3848 | 7.7% | |
| 2 | 1855 | < 0.1% | |
| 4 | 1831 | < 0.1% | |
| 6 | 1850 | < 0.1% | |
| 8 | 1781 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4862 | 1 | < 0.1% | |
| 4658 | 1 | < 0.1% | |
| 4096 | 1 | < 0.1% | |
| 4030 | 1 | < 0.1% | |
| 3820 | 1 | < 0.1% |
Var161
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.3743 |
|---|---|
| Minimum | 0 |
| Maximum | 81 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 18 |
| Maximum | 81 |
| Range | 81 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 8.5797 |
|---|---|
| Coef of variation | 2.5427 |
| Kurtosis | 15.166 |
| Mean | 3.3743 |
| MAD | 5.4108 |
| Skewness | 3.5023 |
| Sum | 5328 |
| Variance | 73.611 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1266 | < 0.1% | |
| 9 | 171 | < 0.1% | |
| 18 | 73 | < 0.1% | |
| 27 | 29 | < 0.1% | |
| 36 | 24 | < 0.1% | |
| 45 | 9 | < 0.1% | |
| 54 | 4 | < 0.1% | |
| 63 | 2 | < 0.1% | |
| 81 | 1 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1266 | < 0.1% | |
| 9 | 171 | < 0.1% | |
| 18 | 73 | < 0.1% | |
| 27 | 29 | < 0.1% | |
| 36 | 24 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 81 | 1 | < 0.1% | |
| 63 | 2 | < 0.1% | |
| 54 | 4 | < 0.1% | |
| 45 | 9 | < 0.1% | |
| 36 | 24 | < 0.1% |
Var162
Numeric
| Distinct count | 472 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.3602e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 1.0886e+07 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1.8256e+05 |
| 95-th percentile | 1.8544e+06 |
| Maximum | 1.0886e+07 |
| Range | 1.0886e+07 |
| Interquartile range | 1.8256e+05 |
Descriptive statistics
| Standard deviation | 9.732e+05 |
|---|---|
| Coef of variation | 2.8963 |
| Kurtosis | 42.646 |
| Mean | 3.3602e+05 |
| MAD | 4.9241e+05 |
| Skewness | 5.636 |
| Sum | 4.17e+08 |
| Variance | 9.4712e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 747 | < 0.1% | |
| 7.776e+05 | 12 | < 0.1% | |
| 1.5552e+06 | 5 | < 0.1% | |
| 5.4432e+06 | 4 | < 0.1% | |
| 2.3328e+06 | 3 | < 0.1% | |
| 60642 | 2 | < 0.1% | |
| 1.0886e+07 | 2 | < 0.1% | |
| 8541 | 2 | < 0.1% | |
| 3.888e+06 | 2 | < 0.1% | |
| 7875 | 1 | < 0.1% | |
| Other values (461) | 461 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 747 | < 0.1% | |
| 36 | 1 | < 0.1% | |
| 414 | 1 | < 0.1% | |
| 432 | 1 | < 0.1% | |
| 756 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0886e+07 | 2 | < 0.1% | |
| 9.6756e+06 | 1 | < 0.1% | |
| 9.3377e+06 | 1 | < 0.1% | |
| 6.9358e+06 | 1 | < 0.1% | |
| 6.3128e+06 | 1 | < 0.1% |
Var163
Numeric
| Distinct count | 22958 |
|---|---|
| Unique (%) | 45.9% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.8608e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 1.4515e+07 |
| Zeros (%) | 26.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1.3462e+05 |
| Q3 | 6.159e+05 |
| 95-th percentile | 2.0736e+06 |
| Maximum | 1.4515e+07 |
| Range | 1.4515e+07 |
| Interquartile range | 6.159e+05 |
Descriptive statistics
| Standard deviation | 8.4886e+05 |
|---|---|
| Coef of variation | 1.7464 |
| Kurtosis | 41.211 |
| Mean | 4.8608e+05 |
| MAD | 5.378e+05 |
| Skewness | 4.5747 |
| Sum | 2.1869e+10 |
| Variance | 7.2057e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 13457 | 26.9% | |
| 1.0368e+06 | 1346 | < 0.1% | |
| 2.0736e+06 | 655 | < 0.1% | |
| 5.184e+05 | 588 | < 0.1% | |
| 1.5552e+06 | 295 | < 0.1% | |
| 3.1104e+06 | 263 | < 0.1% | |
| 4.7521e+05 | 259 | < 0.1% | |
| 9.5042e+05 | 251 | < 0.1% | |
| 4.1472e+06 | 175 | < 0.1% | |
| 3.6288e+06 | 164 | < 0.1% | |
| Other values (22947) | 27538 | 55.1% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 13457 | 26.9% | |
| 6 | 5 | < 0.1% | |
| 12 | 3 | < 0.1% | |
| 18 | 2 | < 0.1% | |
| 24 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.4515e+07 | 10 | < 0.1% | |
| 1.3577e+07 | 1 | < 0.1% | |
| 1.351e+07 | 1 | < 0.1% | |
| 1.0886e+07 | 21 | < 0.1% | |
| 1.0861e+07 | 1 | < 0.1% |
Var164
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.7536 |
|---|---|
| Minimum | 0 |
| Maximum | 138 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 9 |
| Maximum | 138 |
| Range | 138 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 8.1049 |
|---|---|
| Coef of variation | 4.6217 |
| Kurtosis | 178.23 |
| Mean | 1.7536 |
| MAD | 2.8787 |
| Skewness | 11.951 |
| Sum | 2769 |
| Variance | 65.689 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1296 | < 0.1% | |
| 3 | 125 | < 0.1% | |
| 6 | 64 | < 0.1% | |
| 9 | 30 | < 0.1% | |
| 12 | 20 | < 0.1% | |
| 21 | 11 | < 0.1% | |
| 15 | 9 | < 0.1% | |
| 18 | 8 | < 0.1% | |
| 27 | 4 | < 0.1% | |
| 138 | 2 | < 0.1% | |
| Other values (9) | 10 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1296 | < 0.1% | |
| 3 | 125 | < 0.1% | |
| 6 | 64 | < 0.1% | |
| 9 | 30 | < 0.1% | |
| 12 | 20 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 138 | 2 | < 0.1% | |
| 132 | 1 | < 0.1% | |
| 120 | 1 | < 0.1% | |
| 78 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% |
Var165
Numeric
| Distinct count | 205 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49127 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 28842 |
|---|---|
| Minimum | 0 |
| Maximum | 1.2096e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 276 |
| 95-th percentile | 1.728e+05 |
| Maximum | 1.2096e+06 |
| Range | 1.2096e+06 |
| Interquartile range | 276 |
Descriptive statistics
| Standard deviation | 1.1579e+05 |
|---|---|
| Coef of variation | 4.0145 |
| Kurtosis | 55.183 |
| Mean | 28842 |
| MAD | 46671 |
| Skewness | 6.9149 |
| Sum | 2.5179e+07 |
| Variance | 1.3407e+10 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 650 | < 0.1% | |
| 1.728e+05 | 19 | < 0.1% | |
| 3.456e+05 | 2 | < 0.1% | |
| 25600 | 2 | < 0.1% | |
| 2.0204e+05 | 1 | < 0.1% | |
| 42474 | 1 | < 0.1% | |
| 68544 | 1 | < 0.1% | |
| 8560 | 1 | < 0.1% | |
| 1.3694e+05 | 1 | < 0.1% | |
| 14702 | 1 | < 0.1% | |
| Other values (194) | 194 | < 0.1% | |
| (Missing) | 49127 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 650 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| 90 | 1 | < 0.1% | |
| 272 | 1 | < 0.1% | |
| 274 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.2096e+06 | 1 | < 0.1% | |
| 1.1383e+06 | 1 | < 0.1% | |
| 1.0977e+06 | 1 | < 0.1% | |
| 1.0748e+06 | 1 | < 0.1% | |
| 1.0582e+06 | 1 | < 0.1% |
Var166
Highly correlated
This variable is highly correlated with Var148 and should be ignored for analysis
| Correlation | 0.92319 |
|---|
Var167
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var168
Numeric
| Distinct count | 454 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 332.94 |
|---|---|
| Minimum | 0 |
| Maximum | 1270.5 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 174.14 |
| Q1 | 283.36 |
| Median | 331.12 |
| Q3 | 383.8 |
| 95-th percentile | 477.42 |
| Maximum | 1270.5 |
| Range | 1270.5 |
| Interquartile range | 100.44 |
Descriptive statistics
| Standard deviation | 102.88 |
|---|---|
| Coef of variation | 0.309 |
| Kurtosis | 11.991 |
| Mean | 332.94 |
| MAD | 69.775 |
| Skewness | 0.89774 |
| Sum | 2.3372e+05 |
| Variance | 10584 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 247.84 | 10 | < 0.1% | |
| 368.48 | 10 | < 0.1% | |
| 311.76 | 8 | < 0.1% | |
| 358.16 | 8 | < 0.1% | |
| 283.36 | 8 | < 0.1% | |
| 400.8 | 7 | < 0.1% | |
| 301.52 | 7 | < 0.1% | |
| 322.72 | 7 | < 0.1% | |
| 290.48 | 7 | < 0.1% | |
| 313.52 | 6 | < 0.1% | |
| Other values (443) | 624 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4 | < 0.1% | |
| 14.24 | 1 | < 0.1% | |
| 28.48 | 1 | < 0.1% | |
| 32.4 | 1 | < 0.1% | |
| 35.6 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1270.5 | 1 | < 0.1% | |
| 878.88 | 1 | < 0.1% | |
| 715.68 | 1 | < 0.1% | |
| 628.56 | 1 | < 0.1% | |
| 626.32 | 1 | < 0.1% |
Var169
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var17
Numeric
| Distinct count | 38 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.393 |
|---|---|
| Minimum | 0 |
| Maximum | 1220 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 10 |
| 95-th percentile | 50 |
| Maximum | 1220 |
| Range | 1220 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 49.494 |
|---|---|
| Coef of variation | 4.3441 |
| Kurtosis | 361.31 |
| Mean | 11.393 |
| MAD | 15.43 |
| Skewness | 17.179 |
| Sum | 17990 |
| Variance | 2449.6 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 939 | < 0.1% | |
| 5 | 207 | < 0.1% | |
| 10 | 115 | < 0.1% | |
| 15 | 80 | < 0.1% | |
| 20 | 51 | < 0.1% | |
| 35 | 26 | < 0.1% | |
| 25 | 23 | < 0.1% | |
| 30 | 20 | < 0.1% | |
| 40 | 19 | < 0.1% | |
| 45 | 17 | < 0.1% | |
| Other values (27) | 82 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 939 | < 0.1% | |
| 5 | 207 | < 0.1% | |
| 10 | 115 | < 0.1% | |
| 15 | 80 | < 0.1% | |
| 20 | 51 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1220 | 1 | < 0.1% | |
| 920 | 1 | < 0.1% | |
| 895 | 1 | < 0.1% | |
| 240 | 1 | < 0.1% | |
| 210 | 1 | < 0.1% |
Var170
Highly correlated
This variable is highly correlated with Var115 and should be ignored for analysis
| Correlation | 0.96997 |
|---|
Var171
Numeric
| Distinct count | 747 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48917 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.6745e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 5.4432e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1.6549e+05 |
| Q3 | 5.2705e+05 |
| 95-th percentile | 1.3369e+06 |
| Maximum | 5.4432e+06 |
| Range | 5.4432e+06 |
| Interquartile range | 5.2705e+05 |
Descriptive statistics
| Standard deviation | 6.0424e+05 |
|---|---|
| Coef of variation | 1.6444 |
| Kurtosis | 21.563 |
| Mean | 3.6745e+05 |
| MAD | 3.7357e+05 |
| Skewness | 3.9072 |
| Sum | 3.9795e+08 |
| Variance | 3.651e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 290 | < 0.1% | |
| 7.776e+05 | 22 | < 0.1% | |
| 7.1283e+05 | 7 | < 0.1% | |
| 7.776e+05 | 4 | < 0.1% | |
| 7.1282e+05 | 4 | < 0.1% | |
| 7.1284e+05 | 4 | < 0.1% | |
| 7.1283e+05 | 3 | < 0.1% | |
| 7.1284e+05 | 3 | < 0.1% | |
| 7.1282e+05 | 3 | < 0.1% | |
| 1350 | 2 | < 0.1% | |
| Other values (736) | 741 | < 0.1% | |
| (Missing) | 48917 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 290 | < 0.1% | |
| 27 | 1 | < 0.1% | |
| 187.2 | 1 | < 0.1% | |
| 411.75 | 1 | < 0.1% | |
| 591.38 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.4432e+06 | 2 | < 0.1% | |
| 5.2774e+06 | 1 | < 0.1% | |
| 4.6672e+06 | 1 | < 0.1% | |
| 4.3769e+06 | 1 | < 0.1% | |
| 3.4382e+06 | 1 | < 0.1% |
Var172
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.7445 |
|---|---|
| Minimum | 0 |
| Maximum | 119 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 7 |
| Q3 | 14 |
| 95-th percentile | 28 |
| Maximum | 119 |
| Range | 119 |
| Interquartile range | 14 |
Descriptive statistics
| Standard deviation | 10.397 |
|---|---|
| Coef of variation | 1.067 |
| Kurtosis | 16.6 |
| Mean | 9.7445 |
| MAD | 7.2544 |
| Skewness | 2.799 |
| Sum | 14490 |
| Variance | 108.1 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 7 | 577 | < 0.1% | |
| 0 | 391 | < 0.1% | |
| 14 | 314 | < 0.1% | |
| 21 | 86 | < 0.1% | |
| 28 | 65 | < 0.1% | |
| 35 | 22 | < 0.1% | |
| 42 | 16 | < 0.1% | |
| 49 | 8 | < 0.1% | |
| 56 | 4 | < 0.1% | |
| 119 | 1 | < 0.1% | |
| Other values (3) | 3 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 391 | < 0.1% | |
| 7 | 577 | < 0.1% | |
| 14 | 314 | < 0.1% | |
| 21 | 86 | < 0.1% | |
| 28 | 65 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 119 | 1 | < 0.1% | |
| 105 | 1 | < 0.1% | |
| 84 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| 56 | 4 | < 0.1% |
Var173
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| 0.0 | |
|---|---|
| 2.0 | 116 |
| 4.0 | 16 |
| (Missing) | 5009 |
| Value | Count | Frequency (%) | |
| 0 | 44857 | 89.7% | |
| 2 | 116 | < 0.1% | |
| 4 | 16 | < 0.1% | |
| 6 | 2 | < 0.1% | |
| (Missing) | 5009 | 10.0% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Var174
Numeric
| Distinct count | 30 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.045 |
|---|---|
| Minimum | 0 |
| Maximum | 1156 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 8 |
| 95-th percentile | 28 |
| Maximum | 1156 |
| Range | 1156 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 36.186 |
|---|---|
| Coef of variation | 5.1364 |
| Kurtosis | 715.6 |
| Mean | 7.045 |
| MAD | 9.2847 |
| Skewness | 24.509 |
| Sum | 11124 |
| Variance | 1309.4 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 964 | < 0.1% | |
| 4 | 177 | < 0.1% | |
| 8 | 160 | < 0.1% | |
| 12 | 85 | < 0.1% | |
| 16 | 49 | < 0.1% | |
| 20 | 27 | < 0.1% | |
| 24 | 23 | < 0.1% | |
| 28 | 19 | < 0.1% | |
| 32 | 18 | < 0.1% | |
| 36 | 14 | < 0.1% | |
| Other values (19) | 43 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 964 | < 0.1% | |
| 4 | 177 | < 0.1% | |
| 8 | 160 | < 0.1% | |
| 12 | 85 | < 0.1% | |
| 16 | 49 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1156 | 1 | < 0.1% | |
| 668 | 1 | < 0.1% | |
| 204 | 1 | < 0.1% | |
| 172 | 1 | < 0.1% | |
| 144 | 1 | < 0.1% |
Var175
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var176
Numeric
| Distinct count | 29 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48760 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.7161 |
|---|---|
| Minimum | 0 |
| Maximum | 892 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 24.2 |
| Maximum | 892 |
| Range | 892 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 31.002 |
|---|---|
| Coef of variation | 6.5737 |
| Kurtosis | 554.39 |
| Mean | 4.7161 |
| MAD | 8.2807 |
| Skewness | 20.665 |
| Sum | 5848 |
| Variance | 961.14 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1083 | < 0.1% | |
| 4 | 37 | < 0.1% | |
| 8 | 19 | < 0.1% | |
| 12 | 16 | < 0.1% | |
| 16 | 14 | < 0.1% | |
| 64 | 9 | < 0.1% | |
| 28 | 7 | < 0.1% | |
| 52 | 6 | < 0.1% | |
| 32 | 5 | < 0.1% | |
| 20 | 5 | < 0.1% | |
| Other values (18) | 39 | < 0.1% | |
| (Missing) | 48760 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1083 | < 0.1% | |
| 4 | 37 | < 0.1% | |
| 8 | 19 | < 0.1% | |
| 12 | 16 | < 0.1% | |
| 16 | 14 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 892 | 1 | < 0.1% | |
| 328 | 1 | < 0.1% | |
| 220 | 1 | < 0.1% | |
| 148 | 2 | < 0.1% | |
| 140 | 1 | < 0.1% |
Var177
Numeric
| Distinct count | 444 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.1889e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 8.5544e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 5.5441e+05 |
| 95-th percentile | 3.7646e+06 |
| Maximum | 8.5544e+06 |
| Range | 8.5544e+06 |
| Interquartile range | 5.5441e+05 |
Descriptive statistics
| Standard deviation | 1.306e+06 |
|---|---|
| Coef of variation | 2.1103 |
| Kurtosis | 8.083 |
| Mean | 6.1889e+05 |
| MAD | 8.7439e+05 |
| Skewness | 2.7529 |
| Sum | 7.6804e+08 |
| Variance | 1.7057e+12 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 771 | < 0.1% | |
| 1.2096e+06 | 9 | < 0.1% | |
| 6.048e+05 | 8 | < 0.1% | |
| 2.4192e+06 | 5 | < 0.1% | |
| 4.2336e+06 | 5 | < 0.1% | |
| 1.8144e+06 | 4 | < 0.1% | |
| 3.024e+06 | 3 | < 0.1% | |
| 1.2222e+06 | 1 | < 0.1% | |
| 4.3646e+06 | 1 | < 0.1% | |
| 8.0786e+05 | 1 | < 0.1% | |
| Other values (433) | 433 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 771 | < 0.1% | |
| 497 | 1 | < 0.1% | |
| 546 | 1 | < 0.1% | |
| 665 | 1 | < 0.1% | |
| 798 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.5544e+06 | 1 | < 0.1% | |
| 7.7615e+06 | 1 | < 0.1% | |
| 7.6178e+06 | 1 | < 0.1% | |
| 7.4509e+06 | 1 | < 0.1% | |
| 7.4212e+06 | 1 | < 0.1% |
Var178
Highly correlated
This variable is highly correlated with Var170 and should be ignored for analysis
| Correlation | 0.93208 |
|---|
Var179
Highly correlated
This variable is highly correlated with Var127 and should be ignored for analysis
| Correlation | 0.92604 |
|---|
Var18
Highly correlated
This variable is highly correlated with Var127 and should be ignored for analysis
| Correlation | 0.93899 |
|---|
Var180
Numeric
| Distinct count | 548 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.7768e+06 |
|---|---|
| Minimum | 0 |
| Maximum | 1.4285e+07 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.9174e+05 |
| Median | 2.4313e+06 |
| Q3 | 6.4718e+06 |
| 95-th percentile | 1.1082e+07 |
| Maximum | 1.4285e+07 |
| Range | 1.4285e+07 |
| Interquartile range | 6.2801e+06 |
Descriptive statistics
| Standard deviation | 3.7857e+06 |
|---|---|
| Coef of variation | 1.0024 |
| Kurtosis | -0.48755 |
| Mean | 3.7768e+06 |
| MAD | 3.2208e+06 |
| Skewness | 0.79187 |
| Sum | 2.6513e+09 |
| Variance | 1.4331e+13 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 144 | < 0.1% | |
| 2.4192e+06 | 8 | < 0.1% | |
| 4.2336e+06 | 6 | < 0.1% | |
| 7343 | 1 | < 0.1% | |
| 8.0434e+06 | 1 | < 0.1% | |
| 3.2206e+06 | 1 | < 0.1% | |
| 7.4907e+06 | 1 | < 0.1% | |
| 9.3642e+05 | 1 | < 0.1% | |
| 4.2336e+06 | 1 | < 0.1% | |
| 6.7472e+05 | 1 | < 0.1% | |
| Other values (537) | 537 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 144 | < 0.1% | |
| 280 | 1 | < 0.1% | |
| 1316 | 1 | < 0.1% | |
| 5838 | 1 | < 0.1% | |
| 7343 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.4285e+07 | 1 | < 0.1% | |
| 1.4198e+07 | 1 | < 0.1% | |
| 1.391e+07 | 1 | < 0.1% | |
| 1.3345e+07 | 1 | < 0.1% | |
| 1.3271e+07 | 1 | < 0.1% |
Var181
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.61146 |
|---|---|
| Minimum | 0 |
| Maximum | 49 |
| Zeros (%) | 84.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 7 |
| Maximum | 49 |
| Range | 49 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.4957 |
|---|---|
| Coef of variation | 4.0815 |
| Kurtosis | 28.533 |
| Mean | 0.61146 |
| MAD | 1.1413 |
| Skewness | 4.8389 |
| Sum | 27510 |
| Variance | 6.2284 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 41990 | 84.0% | |
| 7 | 2179 | < 0.1% | |
| 14 | 738 | < 0.1% | |
| 21 | 65 | < 0.1% | |
| 28 | 17 | < 0.1% | |
| 35 | 1 | < 0.1% | |
| 49 | 1 | < 0.1% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 41990 | 84.0% | |
| 7 | 2179 | < 0.1% | |
| 14 | 738 | < 0.1% | |
| 21 | 65 | < 0.1% | |
| 28 | 17 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 49 | 1 | < 0.1% | |
| 35 | 1 | < 0.1% | |
| 28 | 17 | < 0.1% | |
| 21 | 65 | < 0.1% | |
| 14 | 738 | < 0.1% |
Var182
Numeric
| Distinct count | 820 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.4166e+06 |
|---|---|
| Minimum | 0 |
| Maximum | 1.1995e+07 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1.1678e+05 |
| Q3 | 1.845e+06 |
| 95-th percentile | 6.7271e+06 |
| Maximum | 1.1995e+07 |
| Range | 1.1995e+07 |
| Interquartile range | 1.845e+06 |
Descriptive statistics
| Standard deviation | 2.2798e+06 |
|---|---|
| Coef of variation | 1.6093 |
| Kurtosis | 2.8054 |
| Mean | 1.4166e+06 |
| MAD | 1.7148e+06 |
| Skewness | 1.8605 |
| Sum | 2.2369e+09 |
| Variance | 5.1974e+12 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 706 | < 0.1% | |
| 1.0368e+06 | 18 | < 0.1% | |
| 9.5043e+05 | 9 | < 0.1% | |
| 9.5044e+05 | 7 | < 0.1% | |
| 9.5046e+05 | 5 | < 0.1% | |
| 1.0368e+06 | 4 | < 0.1% | |
| 9.5045e+05 | 4 | < 0.1% | |
| 9.5042e+05 | 3 | < 0.1% | |
| 9.5044e+05 | 3 | < 0.1% | |
| 3.6288e+06 | 2 | < 0.1% | |
| Other values (809) | 818 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 706 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 42 | 1 | < 0.1% | |
| 624 | 1 | < 0.1% | |
| 900 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.1995e+07 | 1 | < 0.1% | |
| 1.1136e+07 | 1 | < 0.1% | |
| 1.0532e+07 | 1 | < 0.1% | |
| 1.0521e+07 | 1 | < 0.1% | |
| 1.0505e+07 | 1 | < 0.1% |
Var183
Numeric
| Distinct count | 375 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 77774 |
|---|---|
| Minimum | 0 |
| Maximum | 3.0484e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 48810 |
| 95-th percentile | 4.0881e+05 |
| Maximum | 3.0484e+06 |
| Range | 3.0484e+06 |
| Interquartile range | 48810 |
Descriptive statistics
| Standard deviation | 2.0162e+05 |
|---|---|
| Coef of variation | 2.5924 |
| Kurtosis | 58.473 |
| Mean | 77774 |
| MAD | 1.1476e+05 |
| Skewness | 5.8471 |
| Sum | 9.6517e+07 |
| Variance | 4.065e+10 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 830 | < 0.1% | |
| 3.456e+05 | 25 | < 0.1% | |
| 1.728e+05 | 9 | < 0.1% | |
| 1.2096e+06 | 3 | < 0.1% | |
| 1.3849e+05 | 2 | < 0.1% | |
| 50006 | 2 | < 0.1% | |
| 1.5841e+05 | 2 | < 0.1% | |
| 5.184e+05 | 2 | < 0.1% | |
| 5.0154e+05 | 1 | < 0.1% | |
| 3.0505e+05 | 1 | < 0.1% | |
| Other values (364) | 364 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 830 | < 0.1% | |
| 34 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 96 | 1 | < 0.1% | |
| 100 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.0484e+06 | 1 | < 0.1% | |
| 2.4192e+06 | 1 | < 0.1% | |
| 1.336e+06 | 1 | < 0.1% | |
| 1.2499e+06 | 1 | < 0.1% | |
| 1.2096e+06 | 3 | < 0.1% |
Var184
Numeric
| Distinct count | 32 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.4609 |
|---|---|
| Minimum | 0 |
| Maximum | 1200 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 8 |
| 95-th percentile | 32 |
| Maximum | 1200 |
| Range | 1200 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 46.974 |
|---|---|
| Coef of variation | 5.5519 |
| Kurtosis | 494.21 |
| Mean | 8.4609 |
| MAD | 11.573 |
| Skewness | 21.022 |
| Sum | 10500 |
| Variance | 2206.5 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 771 | < 0.1% | |
| 4 | 139 | < 0.1% | |
| 8 | 81 | < 0.1% | |
| 12 | 56 | < 0.1% | |
| 16 | 48 | < 0.1% | |
| 20 | 33 | < 0.1% | |
| 28 | 19 | < 0.1% | |
| 32 | 17 | < 0.1% | |
| 24 | 17 | < 0.1% | |
| 36 | 14 | < 0.1% | |
| Other values (21) | 46 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 771 | < 0.1% | |
| 4 | 139 | < 0.1% | |
| 8 | 81 | < 0.1% | |
| 12 | 56 | < 0.1% | |
| 16 | 48 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1200 | 1 | < 0.1% | |
| 1000 | 1 | < 0.1% | |
| 228 | 1 | < 0.1% | |
| 188 | 1 | < 0.1% | |
| 172 | 1 | < 0.1% |
Var185
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var186
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.2991 |
|---|---|
| Minimum | 0 |
| Maximum | 102 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 6 |
| 95-th percentile | 18 |
| Maximum | 102 |
| Range | 102 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 8.782 |
|---|---|
| Coef of variation | 2.6619 |
| Kurtosis | 39.884 |
| Mean | 3.2991 |
| MAD | 4.9346 |
| Skewness | 5.3217 |
| Sum | 2316 |
| Variance | 77.123 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 525 | < 0.1% | |
| 6 | 94 | < 0.1% | |
| 12 | 43 | < 0.1% | |
| 18 | 17 | < 0.1% | |
| 24 | 8 | < 0.1% | |
| 30 | 3 | < 0.1% | |
| 54 | 3 | < 0.1% | |
| 36 | 3 | < 0.1% | |
| 42 | 2 | < 0.1% | |
| 78 | 1 | < 0.1% | |
| Other values (3) | 3 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 525 | < 0.1% | |
| 6 | 94 | < 0.1% | |
| 12 | 43 | < 0.1% | |
| 18 | 17 | < 0.1% | |
| 24 | 8 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 102 | 1 | < 0.1% | |
| 78 | 1 | < 0.1% | |
| 66 | 1 | < 0.1% | |
| 54 | 3 | < 0.1% | |
| 48 | 1 | < 0.1% |
Var187
Highly correlated
This variable is highly correlated with Var156 and should be ignored for analysis
| Correlation | 0.96139 |
|---|
Var188
Numeric
| Distinct count | 536 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 167.37 |
|---|---|
| Minimum | -6.42 |
| Maximum | 628.62 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -6.42 |
|---|---|
| 5-th percentile | 12.66 |
| Q1 | 19.38 |
| Median | 197.64 |
| Q3 | 252.96 |
| 95-th percentile | 325.8 |
| Maximum | 628.62 |
| Range | 635.04 |
| Interquartile range | 233.58 |
Descriptive statistics
| Standard deviation | 113.98 |
|---|---|
| Coef of variation | 0.68101 |
| Kurtosis | -0.96378 |
| Mean | 167.37 |
| MAD | 98.18 |
| Skewness | -0.12294 |
| Sum | 2.077e+05 |
| Variance | 12991 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 15.6 | 47 | < 0.1% | |
| 0 | 44 | < 0.1% | |
| 16.14 | 42 | < 0.1% | |
| 19.92 | 38 | < 0.1% | |
| 16.68 | 35 | < 0.1% | |
| 18.3 | 35 | < 0.1% | |
| 18.84 | 32 | < 0.1% | |
| 17.76 | 29 | < 0.1% | |
| 19.38 | 24 | < 0.1% | |
| 252.96 | 15 | < 0.1% | |
| Other values (525) | 900 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -6.42 | 1 | < 0.1% | |
| 0 | 44 | < 0.1% | |
| 3.78 | 1 | < 0.1% | |
| 4.86 | 1 | < 0.1% | |
| 5.04 | 10 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 628.62 | 1 | < 0.1% | |
| 524.64 | 1 | < 0.1% | |
| 452.76 | 1 | < 0.1% | |
| 449.34 | 1 | < 0.1% | |
| 446.76 | 1 | < 0.1% |
Var189
Numeric
| Distinct count | 98 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 58.0% |
| Missing (n) | 28978 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 270.14 |
|---|---|
| Minimum | 6 |
| Maximum | 642 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 144 |
| Q1 | 204 |
| Median | 270 |
| Q3 | 330 |
| 95-th percentile | 414 |
| Maximum | 642 |
| Range | 636 |
| Interquartile range | 126 |
Descriptive statistics
| Standard deviation | 86.708 |
|---|---|
| Coef of variation | 0.32097 |
| Kurtosis | 0.99479 |
| Mean | 270.14 |
| MAD | 69.141 |
| Skewness | 0.56681 |
| Sum | 5.6789e+06 |
| Variance | 7518.2 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 282 | 630 | < 0.1% | |
| 276 | 605 | < 0.1% | |
| 270 | 586 | < 0.1% | |
| 288 | 565 | < 0.1% | |
| 294 | 556 | < 0.1% | |
| 252 | 552 | < 0.1% | |
| 300 | 520 | < 0.1% | |
| 264 | 515 | < 0.1% | |
| 240 | 510 | < 0.1% | |
| 246 | 503 | < 0.1% | |
| Other values (87) | 15480 | 31.0% | |
| (Missing) | 28978 | 58.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 6 | 5 | < 0.1% | |
| 12 | 6 | < 0.1% | |
| 18 | 6 | < 0.1% | |
| 24 | 2 | < 0.1% | |
| 30 | 5 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 642 | 63 | < 0.1% | |
| 636 | 53 | < 0.1% | |
| 612 | 1 | < 0.1% | |
| 588 | 2 | < 0.1% | |
| 582 | 1 | < 0.1% |
Var19
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| 0.0 | 1543 |
|---|---|
| 9.0 | 32 |
| 27.0 | 3 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1543 | < 0.1% | |
| 9 | 32 | < 0.1% | |
| 27 | 3 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
| Max length | 4 |
|---|---|
| Mean length | 3.0001 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Var190
Numeric
| Distinct count | 329 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49667 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 22007 |
|---|---|
| Minimum | 0 |
| Maximum | 2.3043e+05 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 100.42 |
| Q1 | 2732.7 |
| Median | 12669 |
| Q3 | 29396 |
| 95-th percentile | 69678 |
| Maximum | 2.3043e+05 |
| Range | 2.3043e+05 |
| Interquartile range | 26664 |
Descriptive statistics
| Standard deviation | 29085 |
|---|---|
| Coef of variation | 1.3216 |
| Kurtosis | 17.142 |
| Mean | 22007 |
| MAD | 19483 |
| Skewness | 3.3158 |
| Sum | 7.3283e+06 |
| Variance | 8.4595e+08 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 4 | < 0.1% | |
| 12960 | 3 | < 0.1% | |
| 15572 | 1 | < 0.1% | |
| 4694.2 | 1 | < 0.1% | |
| 453.42 | 1 | < 0.1% | |
| 510.3 | 1 | < 0.1% | |
| 18402 | 1 | < 0.1% | |
| 115.47 | 1 | < 0.1% | |
| 19514 | 1 | < 0.1% | |
| 21153 | 1 | < 0.1% | |
| Other values (318) | 318 | < 0.1% | |
| (Missing) | 49667 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4 | < 0.1% | |
| 0.27 | 1 | < 0.1% | |
| 0.63 | 1 | < 0.1% | |
| 0.72 | 1 | < 0.1% | |
| 7.47 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.3043e+05 | 1 | < 0.1% | |
| 2.1918e+05 | 1 | < 0.1% | |
| 1.9117e+05 | 1 | < 0.1% | |
| 1.3304e+05 | 1 | < 0.1% | |
| 1.1964e+05 | 1 | < 0.1% |
Var191
Constant
This variable is constant and should be ignored for analysis
| Constant value | r__I |
|---|
Var192
Categorical
| Distinct count | 362 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 369 |
| qFpmfo8zhV | 385 |
|---|---|
| DHeq9ayfAo | 384 |
| zKnr4RXktW | 380 |
| Other values (358) |
| Value | Count | Frequency (%) | |
| qFpmfo8zhV | 385 | < 0.1% | |
| DHeq9ayfAo | 384 | < 0.1% | |
| zKnr4RXktW | 380 | < 0.1% | |
| 8I1r4RXXnK | 379 | < 0.1% | |
| HYTrjIK12c | 379 | < 0.1% | |
| 75lr4RXktW | 377 | < 0.1% | |
| 1GdOj1KXzC | 376 | < 0.1% | |
| 2jirEyXktW | 373 | < 0.1% | |
| CxSr4RXktW | 369 | < 0.1% | |
| vAsgUHXM47 | 368 | < 0.1% | |
| Other values (351) | 45861 | 91.7% | |
| (Missing) | 369 | < 0.1% |
| Max length | 10 |
|---|---|
| Mean length | 9.9483 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var193
Categorical
| Distinct count | 51 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| RO12 | |
|---|---|
| 2Knk1KF | |
| AERks4l | 2243 |
| Other values (48) | 4522 |
| Value | Count | Frequency (%) | |
| RO12 | 35964 | 71.9% | |
| 2Knk1KF | 7271 | 14.5% | |
| AERks4l | 2243 | < 0.1% | |
| g62hiBSaKg | 580 | < 0.1% | |
| e6CkoqApVR | 524 | < 0.1% | |
| LrdZy8QqgUfkVShG | 458 | < 0.1% | |
| rEUOq2QD1qfkRr6qpua | 455 | < 0.1% | |
| eSGpMwS8zSGgq_trOpckZ5 | 444 | < 0.1% | |
| onTuEhrJJQy_H3IHkZku5AFczhYGqxJ890 | 260 | < 0.1% | |
| w9ygS99Qp_ | 181 | < 0.1% | |
| Other values (41) | 1620 | < 0.1% |
| Max length | 40 |
|---|---|
| Mean length | 5.75 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var194
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 74.4% |
| Missing (n) | 37216 |
| SEuy | |
|---|---|
| lvza | 176 |
| CTUH | 41 |
| (Missing) |
| Value | Count | Frequency (%) | |
| SEuy | 12567 | 25.1% | |
| lvza | 176 | < 0.1% | |
| CTUH | 41 | < 0.1% | |
| (Missing) | 37216 | 74.4% |
| Max length | 4 |
|---|---|
| Mean length | 3.2557 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
Var195
Categorical
| Distinct count | 23 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| taul | |
|---|---|
| LfvqpCtLOY | 866 |
| CiJDdr4TQ0rGERIS | 544 |
| Other values (20) | 632 |
| Value | Count | Frequency (%) | |
| taul | 47958 | > 99.9% | |
| LfvqpCtLOY | 866 | < 0.1% | |
| CiJDdr4TQ0rGERIS | 544 | < 0.1% | |
| ev6I | 179 | < 0.1% | |
| CuXi4je | 159 | < 0.1% | |
| b_3Q | 81 | < 0.1% | |
| I9xt3GDRhUK7p | 61 | < 0.1% | |
| I9xt3GMcxUnBZ | 30 | < 0.1% | |
| I9xt3GBDKUbd8 | 20 | < 0.1% | |
| ArtjQZ8ftr3NB | 18 | < 0.1% | |
| Other values (13) | 84 | < 0.1% |
| Max length | 16 |
|---|---|
| Mean length | 4.2803 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var196
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1K8T | |
|---|---|
| z3mO | 432 |
| JA1C | 17 |
| Value | Count | Frequency (%) | |
| 1K8T | 49550 | > 99.9% | |
| z3mO | 432 | < 0.1% | |
| JA1C | 17 | < 0.1% | |
| mKeq | 1 | < 0.1% |
| Max length | 4 |
|---|---|
| Mean length | 4 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var197
Categorical
| Distinct count | 226 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 143 |
| 0Xwj | 4629 |
|---|---|
| lK27 | 4470 |
| TyGl | 4185 |
| Other values (222) |
| Value | Count | Frequency (%) | |
| 0Xwj | 4629 | 9.3% | |
| lK27 | 4470 | 8.9% | |
| TyGl | 4185 | 8.4% | |
| 487l | 3577 | 7.2% | |
| JLbT | 2978 | 6.0% | |
| ssAy | 1905 | < 0.1% | |
| z32l | 939 | < 0.1% | |
| kNzO | 623 | < 0.1% | |
| PGNs | 622 | < 0.1% | |
| 7gSz | 503 | < 0.1% | |
| Other values (215) | 25426 | 50.9% |
| Max length | 4 |
|---|---|
| Mean length | 3.9971 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var198
Categorical
| Distinct count | 4291 |
|---|---|
| Unique (%) | 8.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| fhk21Ss | 4441 |
|---|---|
| PHNvXy8 | 1150 |
| iJzviRg | 776 |
| Other values (4288) |
| Value | Count | Frequency (%) | |
| fhk21Ss | 4441 | 8.9% | |
| PHNvXy8 | 1150 | < 0.1% | |
| iJzviRg | 776 | < 0.1% | |
| 9GJGgoz | 748 | < 0.1% | |
| 6CXYbuk | 573 | < 0.1% | |
| fqeOwLG | 469 | < 0.1% | |
| jCepSrJ | 241 | < 0.1% | |
| _ybO0dd | 230 | < 0.1% | |
| pro8v8X | 229 | < 0.1% | |
| 0Vr7wZ4 | 228 | < 0.1% | |
| Other values (4281) | 40915 | 81.8% |
| Max length | 7 |
|---|---|
| Mean length | 7 |
| Min length | 7 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var199
Categorical
| Distinct count | 5074 |
|---|---|
| Unique (%) | 10.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 4 |
| r83_sZi | 955 |
|---|---|
| _jTP8ioIlJ | 920 |
| FoJylxy | 762 |
| Other values (5070) |
| Value | Count | Frequency (%) | |
| r83_sZi | 955 | < 0.1% | |
| _jTP8ioIlJ | 920 | < 0.1% | |
| FoJylxy | 762 | < 0.1% | |
| 76j2P_OLn0 | 652 | < 0.1% | |
| glRBFJT8NN | 597 | < 0.1% | |
| msIqHk8toE | 575 | < 0.1% | |
| k10MzgT | 566 | < 0.1% | |
| hOpRIhsUSP | 556 | < 0.1% | |
| Tg7jjBB | 545 | < 0.1% | |
| _UtlxbJ | 541 | < 0.1% | |
| Other values (5063) | 43327 | 86.7% |
| Max length | 22 |
|---|---|
| Mean length | 9.1758 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var2
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| 0.0 | 1240 |
|---|---|
| 5.0 | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1240 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Var20
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var200
Categorical
| Distinct count | 15416 |
|---|---|
| Unique (%) | 30.8% |
| Missing (%) | 50.8% |
| Missing (n) | 25408 |
| yP09M03 | 73 |
|---|---|
| Uw6SDm8 | 48 |
| Ipi9M03 | 45 |
| Other values (15412) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| yP09M03 | 73 | < 0.1% | |
| Uw6SDm8 | 48 | < 0.1% | |
| Ipi9M03 | 45 | < 0.1% | |
| EvCZGt8 | 34 | < 0.1% | |
| MF5S0rA | 30 | < 0.1% | |
| 5YIkUea | 24 | < 0.1% | |
| b1M9M03 | 24 | < 0.1% | |
| NvI9wLk | 23 | < 0.1% | |
| gWmZGt8 | 19 | < 0.1% | |
| Uw6kiXL | 18 | < 0.1% | |
| Other values (15405) | 24254 | 48.5% | |
| (Missing) | 25408 | 50.8% |
| Max length | 10 |
|---|---|
| Mean length | 4.9743 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var201
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 74.4% |
| Missing (n) | 37217 |
| smXZ | |
|---|---|
| 6dX3 | 6 |
| (Missing) |
| Value | Count | Frequency (%) | |
| smXZ | 12777 | 25.6% | |
| 6dX3 | 6 | < 0.1% | |
| (Missing) | 37217 | 74.4% |
| Max length | 4 |
|---|---|
| Mean length | 3.2557 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var202
Categorical
| Distinct count | 5714 |
|---|---|
| Unique (%) | 11.4% |
| Missing (%) | < 0.1% |
| Missing (n) | 1 |
| nyZz | 198 |
|---|---|
| VNjO | 138 |
| 85IW | 130 |
| Other values (5710) |
| Value | Count | Frequency (%) | |
| nyZz | 198 | < 0.1% | |
| VNjO | 138 | < 0.1% | |
| 85IW | 130 | < 0.1% | |
| rlx_ | 128 | < 0.1% | |
| gMVu | 121 | < 0.1% | |
| o5H_ | 118 | < 0.1% | |
| Mx5G | 118 | < 0.1% | |
| xklU | 113 | < 0.1% | |
| 8FB6 | 104 | < 0.1% | |
| 0xFv | 102 | < 0.1% | |
| Other values (5703) | 48729 | > 99.9% |
| Max length | 4 |
|---|---|
| Mean length | 4 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var203
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 143 |
| 9_Y1 | |
|---|---|
| HLqf | 3168 |
| F3hy | 1451 |
| Other values (2) | 5 |
| (Missing) | 143 |
| Value | Count | Frequency (%) | |
| 9_Y1 | 45233 | 90.5% | |
| HLqf | 3168 | 6.3% | |
| F3hy | 1451 | < 0.1% | |
| dgxZ | 4 | < 0.1% | |
| pybr | 1 | < 0.1% | |
| (Missing) | 143 | < 0.1% |
| Max length | 4 |
|---|---|
| Mean length | 3.9971 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var204
Categorical
| Distinct count | 100 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| RVjC | 1819 |
|---|---|
| k13i | 1658 |
| m_h1 | 1289 |
| Other values (97) |
| Value | Count | Frequency (%) | |
| RVjC | 1819 | < 0.1% | |
| k13i | 1658 | < 0.1% | |
| m_h1 | 1289 | < 0.1% | |
| 7WNq | 1096 | < 0.1% | |
| SkZj | 1091 | < 0.1% | |
| MBhA | 1065 | < 0.1% | |
| rGJy | 1065 | < 0.1% | |
| RcM7 | 1038 | < 0.1% | |
| z5Ry | 1032 | < 0.1% | |
| 15m3 | 1031 | < 0.1% | |
| Other values (90) | 37816 | 75.6% |
| Max length | 4 |
|---|---|
| Mean length | 4 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var205
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 1934 |
| VpdQ | |
|---|---|
| 09_Q | |
| sJzTlal | 4530 |
| (Missing) | 1934 |
| Value | Count | Frequency (%) | |
| VpdQ | 31962 | 63.9% | |
| 09_Q | 11574 | 23.1% | |
| sJzTlal | 4530 | 9.1% | |
| (Missing) | 1934 | < 0.1% |
| Max length | 7 |
|---|---|
| Mean length | 4.2331 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var206
Categorical
| Distinct count | 22 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 11.1% |
| Missing (n) | 5529 |
| IYzP | |
|---|---|
| zm5i | |
| sYC_ | |
| Other values (18) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| IYzP | 17274 | 34.5% | |
| zm5i | 6435 | 12.9% | |
| sYC_ | 4003 | 8.0% | |
| haYg | 2901 | 5.8% | |
| hAFG | 2813 | 5.6% | |
| wMei | 1785 | < 0.1% | |
| 43pnToF | 1536 | < 0.1% | |
| kxE9 | 1509 | < 0.1% | |
| y6dw | 1491 | < 0.1% | |
| 6JmL | 1129 | < 0.1% | |
| Other values (11) | 3595 | 7.2% | |
| (Missing) | 5529 | 11.1% |
| Max length | 7 |
|---|---|
| Mean length | 3.9816 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var207
Categorical
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| me75fM6ugJ | |
|---|---|
| 7M47J5GA0pTYIFxg5uy | 6889 |
| DHn_WUyBhW_whjA88g9bvA64_ | 3503 |
| Other values (11) | 4529 |
| Value | Count | Frequency (%) | |
| me75fM6ugJ | 35079 | 70.2% | |
| 7M47J5GA0pTYIFxg5uy | 6889 | 13.8% | |
| DHn_WUyBhW_whjA88g9bvA64_ | 3503 | 7.0% | |
| Kxdu | 1942 | < 0.1% | |
| NKv3VA1BpP | 1268 | < 0.1% | |
| GjJ35utlTa_GNSvxxpb9ju | 1049 | < 0.1% | |
| 6C53VA1kCv | 116 | < 0.1% | |
| 5iay | 76 | < 0.1% | |
| EBKcR3s6B22tD6gC36gm6S | 31 | < 0.1% | |
| 15TtzZrRt2 | 24 | < 0.1% | |
| Other values (4) | 23 | < 0.1% |
| Max length | 25 |
|---|---|
| Mean length | 12.307 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var208
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 143 |
| kIsH | |
|---|---|
| sBgB | 3835 |
| (Missing) | 143 |
| Value | Count | Frequency (%) | |
| kIsH | 46022 | 92.0% | |
| sBgB | 3835 | 7.7% | |
| (Missing) | 143 | < 0.1% |
| Max length | 4 |
|---|---|
| Mean length | 3.9971 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
Var209
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var21
Highly correlated
This variable is highly correlated with Var160 and should be ignored for analysis
| Correlation | 0.92696 |
|---|
Var210
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| uKAI | |
|---|---|
| g5HH | 1527 |
| 7A3j | 510 |
| Other values (3) | 393 |
| Value | Count | Frequency (%) | |
| uKAI | 47570 | > 99.9% | |
| g5HH | 1527 | < 0.1% | |
| 7A3j | 510 | < 0.1% | |
| oT7d | 174 | < 0.1% | |
| DM_V | 151 | < 0.1% | |
| 3av_ | 68 | < 0.1% |
| Max length | 4 |
|---|---|
| Mean length | 4 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var211
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| L84s | |
|---|---|
| Mtgm |
| Value | Count | Frequency (%) | |
| L84s | 40299 | 80.6% | |
| Mtgm | 9701 | 19.4% |
| Max length | 4 |
|---|---|
| Mean length | 4 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var212
Categorical
| Distinct count | 81 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| NhsEn4L | |
|---|---|
| XfqtO3UdzaXh_ | |
| CrNX | 2992 |
| Other values (78) |
| Value | Count | Frequency (%) | |
| NhsEn4L | 29303 | 58.6% | |
| XfqtO3UdzaXh_ | 6433 | 12.9% | |
| CrNX | 2992 | 6.0% | |
| Ie_5MZs | 1450 | < 0.1% | |
| FMSzZ91zL2 | 1435 | < 0.1% | |
| 4kVnq_T26xq1p | 976 | < 0.1% | |
| h0lfDKh52u4GP | 701 | < 0.1% | |
| _5OXC8MSLt | 692 | < 0.1% | |
| 9pUnzWLbztKTo | 685 | < 0.1% | |
| JBfYVit4g8 | 640 | < 0.1% | |
| Other values (71) | 4693 | 9.4% |
| Max length | 25 |
|---|---|
| Mean length | 8.2711 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var213
Constant
This variable is constant and should be ignored for analysis
| Constant value | KdSa |
|---|
Var214
Categorical
| Distinct count | 15416 |
|---|---|
| Unique (%) | 30.8% |
| Missing (%) | 50.8% |
| Missing (n) | 25408 |
| 5zARyjR | 73 |
|---|---|
| PXYoFMh | 48 |
| 5zA8Zov | 45 |
| Other values (15412) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 5zARyjR | 73 | < 0.1% | |
| PXYoFMh | 48 | < 0.1% | |
| 5zA8Zov | 45 | < 0.1% | |
| PXYT2rL | 34 | < 0.1% | |
| 5zAF4eX | 30 | < 0.1% | |
| PXYoYU2 | 24 | < 0.1% | |
| Fhz3CDZ | 24 | < 0.1% | |
| 5zA2v9l | 23 | < 0.1% | |
| PXYGJt6 | 19 | < 0.1% | |
| PXYwoeV | 18 | < 0.1% | |
| Other values (15405) | 24254 | 48.5% | |
| (Missing) | 25408 | 50.8% |
| Max length | 10 |
|---|---|
| Mean length | 4.9743 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var215
Constant
This variable is constant and should be ignored for analysis
| Constant value | eGzu |
|---|
Var216
Categorical
| Distinct count | 2016 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| mAjbk_S | 4937 |
|---|---|
| mAja5EA | 4160 |
| kZJtVhC | 3390 |
| Other values (2013) |
| Value | Count | Frequency (%) | |
| mAjbk_S | 4937 | 9.9% | |
| mAja5EA | 4160 | 8.3% | |
| kZJtVhC | 3390 | 6.8% | |
| XTbPUYD | 3077 | 6.2% | |
| beK4AFX | 1903 | < 0.1% | |
| 11p4mKe | 1788 | < 0.1% | |
| NGZxnJM | 1367 | < 0.1% | |
| kZJyVg2 | 1061 | < 0.1% | |
| kq0aHkC | 942 | < 0.1% | |
| kq0n8Bj | 866 | < 0.1% | |
| Other values (2006) | 26509 | 53.0% |
| Max length | 7 |
|---|---|
| Mean length | 7 |
| Min length | 7 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var217
Categorical
| Distinct count | 13991 |
|---|---|
| Unique (%) | 28.0% |
| Missing (%) | < 0.1% |
| Missing (n) | 703 |
| gvA6 | 283 |
|---|---|
| 5smi | 230 |
| A1VJ | 205 |
| Other values (13987) | |
| (Missing) | 703 |
| Value | Count | Frequency (%) | |
| gvA6 | 283 | < 0.1% | |
| 5smi | 230 | < 0.1% | |
| A1VJ | 205 | < 0.1% | |
| bru6 | 197 | < 0.1% | |
| s9FI | 178 | < 0.1% | |
| 4a9J | 161 | < 0.1% | |
| aINY | 158 | < 0.1% | |
| g2AX | 151 | < 0.1% | |
| JEC4 | 147 | < 0.1% | |
| p8c0 | 136 | < 0.1% | |
| Other values (13980) | 47451 | 94.9% | |
| (Missing) | 703 | < 0.1% |
| Max length | 7 |
|---|---|
| Mean length | 4.0072 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var218
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 703 |
| cJvF | |
|---|---|
| UYBR | |
| (Missing) | 703 |
| Value | Count | Frequency (%) | |
| cJvF | 25319 | 50.6% | |
| UYBR | 23978 | 48.0% | |
| (Missing) | 703 | < 0.1% |
| Max length | 4 |
|---|---|
| Mean length | 3.9859 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
Var219
Categorical
| Distinct count | 23 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.4% |
| Missing (n) | 5211 |
| FzaX | |
|---|---|
| AU8pNoi | 1109 |
| qxDb | 1088 |
| Other values (19) | 2288 |
| (Missing) | 5211 |
| Value | Count | Frequency (%) | |
| FzaX | 40304 | 80.6% | |
| AU8pNoi | 1109 | < 0.1% | |
| qxDb | 1088 | < 0.1% | |
| OFWH | 834 | < 0.1% | |
| AU8_WTd | 552 | < 0.1% | |
| wwPEXoilkr | 448 | < 0.1% | |
| Lmli | 264 | < 0.1% | |
| tdJW_Pm | 78 | < 0.1% | |
| FqMWi1g | 33 | < 0.1% | |
| ylgWTXl | 21 | < 0.1% | |
| Other values (12) | 58 | < 0.1% | |
| (Missing) | 5211 | 10.4% |
| Max length | 10 |
|---|---|
| Mean length | 4.0598 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var22
Highly correlated
This variable is highly correlated with Var21 and should be ignored for analysis
| Correlation | 1 |
|---|
Var220
Categorical
| Distinct count | 4291 |
|---|---|
| Unique (%) | 8.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 4UxGlow | 4441 |
|---|---|
| UF16siJ | 1150 |
| ch2oGfM | 776 |
| Other values (4288) |
| Value | Count | Frequency (%) | |
| 4UxGlow | 4441 | 8.9% | |
| UF16siJ | 1150 | < 0.1% | |
| ch2oGfM | 776 | < 0.1% | |
| Tvpip6Z | 748 | < 0.1% | |
| ROeipLp | 573 | < 0.1% | |
| fxJmel6 | 469 | < 0.1% | |
| Oy_RPEi | 241 | < 0.1% | |
| L91KIiz | 230 | < 0.1% | |
| meWVy8V | 229 | < 0.1% | |
| XbZitea | 228 | < 0.1% | |
| Other values (4281) | 40915 | 81.8% |
| Max length | 7 |
|---|---|
| Mean length | 7 |
| Min length | 7 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var221
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| oslk | |
|---|---|
| zCkv | 6199 |
| d0EEeJi | 3060 |
| Other values (4) | 3732 |
| Value | Count | Frequency (%) | |
| oslk | 37009 | 74.0% | |
| zCkv | 6199 | 12.4% | |
| d0EEeJi | 3060 | 6.1% | |
| QKW8DRm | 1664 | < 0.1% | |
| Al6ZaUT | 1662 | < 0.1% | |
| z4pH | 265 | < 0.1% | |
| JIiEFBU | 141 | < 0.1% |
| Max length | 7 |
|---|---|
| Mean length | 4.3916 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var222
Categorical
| Distinct count | 4291 |
|---|---|
| Unique (%) | 8.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| catzS2D | 4441 |
|---|---|
| APgdzOv | 1150 |
| P6pu4Vl | 776 |
| Other values (4288) |
| Value | Count | Frequency (%) | |
| catzS2D | 4441 | 8.9% | |
| APgdzOv | 1150 | < 0.1% | |
| P6pu4Vl | 776 | < 0.1% | |
| hHJsvbM | 748 | < 0.1% | |
| K2SqEo9 | 573 | < 0.1% | |
| WfsWw2A | 469 | < 0.1% | |
| FS4qjNq | 241 | < 0.1% | |
| CE7uk3u | 230 | < 0.1% | |
| DQ3u3MC | 229 | < 0.1% | |
| DHPNgqU | 228 | < 0.1% | |
| Other values (4281) | 40915 | 81.8% |
| Max length | 7 |
|---|---|
| Mean length | 7 |
| Min length | 7 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var223
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.4% |
| Missing (n) | 5211 |
| LM8l689qOp | |
|---|---|
| jySVZNlOJy | 5995 |
| M_8D | 2022 |
| (Missing) | 5211 |
| Value | Count | Frequency (%) | |
| LM8l689qOp | 36608 | 73.2% | |
| jySVZNlOJy | 5995 | 12.0% | |
| M_8D | 2022 | < 0.1% | |
| bCPvVye | 164 | < 0.1% | |
| (Missing) | 5211 | 10.4% |
| Max length | 10 |
|---|---|
| Mean length | 9.018 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var224
Constant
This variable is constant and should be ignored for analysis
| Constant value | 4n2X |
|---|
Var225
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 52.3% |
| Missing (n) | 26144 |
| ELof | |
|---|---|
| kG3k | |
| xG3x | 2355 |
| (Missing) |
| Value | Count | Frequency (%) | |
| ELof | 11072 | 22.1% | |
| kG3k | 10429 | 20.9% | |
| xG3x | 2355 | < 0.1% | |
| (Missing) | 26144 | 52.3% |
| Max length | 4 |
|---|---|
| Mean length | 3.4771 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var226
Categorical
| Distinct count | 23 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| FSa2 | |
|---|---|
| Qu4f | 4832 |
| WqMG | 4176 |
| Other values (20) |
| Value | Count | Frequency (%) | |
| FSa2 | 8031 | 16.1% | |
| Qu4f | 4832 | 9.7% | |
| WqMG | 4176 | 8.4% | |
| szEZ | 2956 | 5.9% | |
| 7P5s | 2803 | 5.6% | |
| fKCe | 2614 | 5.2% | |
| Aoh3 | 2609 | 5.2% | |
| 5Acm | 2221 | < 0.1% | |
| 453m | 2182 | < 0.1% | |
| xb3V | 2108 | < 0.1% | |
| Other values (13) | 15468 | 30.9% |
| Max length | 4 |
|---|---|
| Mean length | 4 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var227
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| RAYp | |
|---|---|
| ZI9m | 6153 |
| 6fzt | 3426 |
| Other values (4) | 5265 |
| Value | Count | Frequency (%) | |
| RAYp | 35156 | 70.3% | |
| ZI9m | 6153 | 12.3% | |
| 6fzt | 3426 | 6.9% | |
| 02N6s8f | 2342 | < 0.1% | |
| nIGXDli | 2280 | < 0.1% | |
| vJ_w8kB | 621 | < 0.1% | |
| nIGjgSB | 22 | < 0.1% |
| Max length | 7 |
|---|---|
| Mean length | 4.3159 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var228
Categorical
| Distinct count | 30 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| F2FyR07IdsN7I | |
|---|---|
| 55YFVY9 | 4354 |
| ib5G6X1eUxUn6 | 2672 |
| Other values (27) |
| Value | Count | Frequency (%) | |
| F2FyR07IdsN7I | 32703 | 65.4% | |
| 55YFVY9 | 4354 | 8.7% | |
| ib5G6X1eUxUn6 | 2672 | 5.3% | |
| R4y5gQQWY8OodqDV | 1601 | < 0.1% | |
| xwM2aC7IdeMC0 | 1477 | < 0.1% | |
| TCU50_Yjmm6GIBZ0lL_ | 1266 | < 0.1% | |
| iyHGyLCEkQ | 1242 | < 0.1% | |
| Zy3gnGM | 936 | < 0.1% | |
| F2FcTt7IdMT_v | 865 | < 0.1% | |
| SbOd7O8ky1wGNxp0Arj0Xs | 762 | < 0.1% | |
| Other values (20) | 2122 | < 0.1% |
| Max length | 25 |
|---|---|
| Mean length | 12.664 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var229
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 56.9% |
| Missing (n) | 28432 |
| am7c | |
|---|---|
| mj86 | |
| sk2h | 38 |
| (Missing) |
| Value | Count | Frequency (%) | |
| am7c | 11689 | 23.4% | |
| mj86 | 9804 | 19.6% | |
| sk2h | 38 | < 0.1% | |
| oJmt | 37 | < 0.1% | |
| (Missing) | 28432 | 56.9% |
| Max length | 4 |
|---|---|
| Mean length | 3.4314 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Var23
Highly correlated
This variable is highly correlated with Var157 and should be ignored for analysis
| Correlation | 0.96027 |
|---|
Var230
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var24
Numeric
| Distinct count | 94 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 14.5% |
| Missing (n) | 7230 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.5079 |
|---|---|
| Minimum | 0 |
| Maximum | 494 |
| Zeros (%) | 32.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 6 |
| 95-th percentile | 16 |
| Maximum | 494 |
| Range | 494 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 9.9288 |
|---|---|
| Coef of variation | 2.2025 |
| Kurtosis | 478.12 |
| Mean | 4.5079 |
| MAD | 4.5915 |
| Skewness | 14.889 |
| Sum | 1.928e+05 |
| Variance | 98.581 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 16205 | 32.4% | |
| 2 | 8870 | 17.7% | |
| 4 | 5694 | 11.4% | |
| 6 | 3818 | 7.6% | |
| 8 | 2791 | 5.6% | |
| 10 | 1382 | < 0.1% | |
| 12 | 954 | < 0.1% | |
| 14 | 674 | < 0.1% | |
| 16 | 458 | < 0.1% | |
| 18 | 354 | < 0.1% | |
| Other values (83) | 1570 | < 0.1% | |
| (Missing) | 7230 | 14.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 16205 | 32.4% | |
| 2 | 8870 | 17.7% | |
| 4 | 5694 | 11.4% | |
| 6 | 3818 | 7.6% | |
| 8 | 2791 | 5.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 494 | 1 | < 0.1% | |
| 488 | 1 | < 0.1% | |
| 448 | 1 | < 0.1% | |
| 312 | 1 | < 0.1% | |
| 254 | 1 | < 0.1% |
Var25
Numeric
| Distinct count | 272 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 96.827 |
|---|---|
| Minimum | 0 |
| Maximum | 13168 |
| Zeros (%) | 13.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 16 |
| Median | 48 |
| Q3 | 112 |
| 95-th percentile | 312 |
| Maximum | 13168 |
| Range | 13168 |
| Interquartile range | 96 |
Descriptive statistics
| Standard deviation | 214.32 |
|---|---|
| Coef of variation | 2.2134 |
| Kurtosis | 657.81 |
| Mean | 96.827 |
| MAD | 89.508 |
| Skewness | 18.493 |
| Sum | 4.3563e+06 |
| Variance | 45932 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6629 | 13.3% | |
| 8 | 3646 | 7.3% | |
| 16 | 2903 | 5.8% | |
| 24 | 2627 | 5.3% | |
| 32 | 2536 | 5.1% | |
| 40 | 2380 | < 0.1% | |
| 48 | 2253 | < 0.1% | |
| 56 | 2033 | < 0.1% | |
| 64 | 1751 | < 0.1% | |
| 72 | 1541 | < 0.1% | |
| Other values (261) | 16692 | 33.4% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6629 | 13.3% | |
| 8 | 3646 | 7.3% | |
| 16 | 2903 | 5.8% | |
| 24 | 2627 | 5.3% | |
| 32 | 2536 | 5.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13168 | 1 | < 0.1% | |
| 8912 | 1 | < 0.1% | |
| 8808 | 1 | < 0.1% | |
| 7432 | 1 | < 0.1% | |
| 7216 | 1 | < 0.1% |
Var26
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| 0.0 | 1457 |
|---|---|
| 3.0 | 26 |
| 6.0 | 3 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1457 | < 0.1% | |
| 3 | 26 | < 0.1% | |
| 6 | 3 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Var27
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| 0.0 | 1467 |
|---|---|
| 2.0 | 19 |
| 4.0 | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1467 | < 0.1% | |
| 2 | 19 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Var28
Numeric
| Distinct count | 4168 |
|---|---|
| Unique (%) | 8.3% |
| Missing (%) | 10.0% |
| Missing (n) | 5011 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 224.51 |
|---|---|
| Minimum | -66.88 |
| Maximum | 5158.6 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -66.88 |
|---|---|
| 5-th percentile | 100.32 |
| Q1 | 166.56 |
| Median | 220.08 |
| Q3 | 266.4 |
| 95-th percentile | 361.41 |
| Maximum | 5158.6 |
| Range | 5225.4 |
| Interquartile range | 99.84 |
Descriptive statistics
| Standard deviation | 98.52 |
|---|---|
| Coef of variation | 0.43883 |
| Kurtosis | 192.21 |
| Mean | 224.51 |
| MAD | 64.053 |
| Skewness | 6.1968 |
| Sum | 1.01e+07 |
| Variance | 9706.2 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 166.56 | 7167 | 14.3% | |
| 220.08 | 3649 | 7.3% | |
| 186.64 | 3538 | 7.1% | |
| 253.52 | 2994 | 6.0% | |
| 200 | 2827 | 5.7% | |
| 133.12 | 2187 | < 0.1% | |
| 286.96 | 1870 | < 0.1% | |
| 233.44 | 914 | < 0.1% | |
| 0 | 388 | < 0.1% | |
| 320.4 | 368 | < 0.1% | |
| Other values (4157) | 19087 | 38.2% | |
| (Missing) | 5011 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -66.88 | 1 | < 0.1% | |
| -46.8 | 1 | < 0.1% | |
| -33.52 | 1 | < 0.1% | |
| -33.44 | 1 | < 0.1% | |
| -20.08 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5158.6 | 1 | < 0.1% | |
| 3071.7 | 1 | < 0.1% | |
| 2681.4 | 1 | < 0.1% | |
| 2434.2 | 1 | < 0.1% | |
| 2114.9 | 1 | < 0.1% |
Var29
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| 0.0 | 694 |
|---|---|
| 2.0 | 8 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 694 | < 0.1% | |
| 2 | 8 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Var3
Numeric
| Distinct count | 147 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48760 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 425.3 |
|---|---|
| Minimum | 0 |
| Maximum | 1.3067e+05 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 507.3 |
| Maximum | 1.3067e+05 |
| Range | 1.3067e+05 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 4270.2 |
|---|---|
| Coef of variation | 10.04 |
| Kurtosis | 708.97 |
| Mean | 425.3 |
| MAD | 773.34 |
| Skewness | 24.3 |
| Sum | 5.2737e+05 |
| Variance | 1.8235e+07 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 996 | < 0.1% | |
| 3 | 9 | < 0.1% | |
| 144 | 7 | < 0.1% | |
| 18 | 7 | < 0.1% | |
| 9 | 7 | < 0.1% | |
| 6 | 7 | < 0.1% | |
| 60 | 6 | < 0.1% | |
| 99 | 6 | < 0.1% | |
| 81 | 6 | < 0.1% | |
| 90 | 5 | < 0.1% | |
| Other values (136) | 184 | < 0.1% | |
| (Missing) | 48760 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 996 | < 0.1% | |
| 3 | 9 | < 0.1% | |
| 6 | 7 | < 0.1% | |
| 9 | 7 | < 0.1% | |
| 12 | 3 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.3067e+05 | 1 | < 0.1% | |
| 42588 | 1 | < 0.1% | |
| 22461 | 1 | < 0.1% | |
| 22026 | 1 | < 0.1% | |
| 19683 | 1 | < 0.1% |
Var30
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.4359 |
|---|---|
| Minimum | 0 |
| Maximum | 95 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 5 |
| Q3 | 10 |
| 95-th percentile | 20 |
| Maximum | 95 |
| Range | 95 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 8.8525 |
|---|---|
| Coef of variation | 1.1905 |
| Kurtosis | 23.141 |
| Mean | 7.4359 |
| MAD | 5.8105 |
| Skewness | 3.6086 |
| Sum | 5220 |
| Variance | 78.366 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 5 | 242 | < 0.1% | |
| 0 | 195 | < 0.1% | |
| 10 | 148 | < 0.1% | |
| 15 | 64 | < 0.1% | |
| 20 | 24 | < 0.1% | |
| 25 | 10 | < 0.1% | |
| 30 | 6 | < 0.1% | |
| 45 | 5 | < 0.1% | |
| 35 | 3 | < 0.1% | |
| 60 | 2 | < 0.1% | |
| Other values (3) | 3 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 195 | < 0.1% | |
| 5 | 242 | < 0.1% | |
| 10 | 148 | < 0.1% | |
| 15 | 64 | < 0.1% | |
| 20 | 24 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 95 | 1 | < 0.1% | |
| 75 | 1 | < 0.1% | |
| 60 | 2 | < 0.1% | |
| 45 | 5 | < 0.1% | |
| 40 | 1 | < 0.1% |
Var31
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var32
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var33
Numeric
| Distinct count | 299 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49153 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.27e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 1.0886e+07 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 72972 |
| 95-th percentile | 7.776e+05 |
| Maximum | 1.0886e+07 |
| Range | 1.0886e+07 |
| Interquartile range | 72972 |
Descriptive statistics
| Standard deviation | 4.9579e+05 |
|---|---|
| Coef of variation | 3.9037 |
| Kurtosis | 273.33 |
| Mean | 1.27e+05 |
| MAD | 1.8573e+05 |
| Skewness | 13.972 |
| Sum | 1.0757e+08 |
| Variance | 2.4581e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 523 | < 0.1% | |
| 7.776e+05 | 25 | < 0.1% | |
| 1512 | 3 | < 0.1% | |
| 77211 | 2 | < 0.1% | |
| 2.0196e+05 | 1 | < 0.1% | |
| 84519 | 1 | < 0.1% | |
| 1.6906e+05 | 1 | < 0.1% | |
| 1.3636e+05 | 1 | < 0.1% | |
| 1.1735e+05 | 1 | < 0.1% | |
| 2.5111e+05 | 1 | < 0.1% | |
| Other values (288) | 288 | < 0.1% | |
| (Missing) | 49153 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 523 | < 0.1% | |
| 27 | 1 | < 0.1% | |
| 846 | 1 | < 0.1% | |
| 855 | 1 | < 0.1% | |
| 954 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0886e+07 | 1 | < 0.1% | |
| 4.2856e+06 | 1 | < 0.1% | |
| 4.043e+06 | 1 | < 0.1% | |
| 2.2769e+06 | 1 | < 0.1% | |
| 1.967e+06 | 1 | < 0.1% |
Var34
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1732 |
|---|---|
| Minimum | 0 |
| Maximum | 56 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 8 |
| Maximum | 56 |
| Range | 56 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 4.3777 |
|---|---|
| Coef of variation | 3.7313 |
| Kurtosis | 36.401 |
| Mean | 1.1732 |
| MAD | 2.1291 |
| Skewness | 5.219 |
| Sum | 1456 |
| Variance | 19.164 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1126 | < 0.1% | |
| 8 | 74 | < 0.1% | |
| 16 | 24 | < 0.1% | |
| 24 | 11 | < 0.1% | |
| 32 | 5 | < 0.1% | |
| 56 | 1 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1126 | < 0.1% | |
| 8 | 74 | < 0.1% | |
| 16 | 24 | < 0.1% | |
| 24 | 11 | < 0.1% | |
| 32 | 5 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 56 | 1 | < 0.1% | |
| 32 | 5 | < 0.1% | |
| 24 | 11 | < 0.1% | |
| 16 | 24 | < 0.1% | |
| 8 | 74 | < 0.1% |
Var35
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.71681 |
|---|---|
| Minimum | 0 |
| Maximum | 110 |
| Zeros (%) | 82.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 110 |
| Range | 110 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.996 |
|---|---|
| Coef of variation | 4.1796 |
| Kurtosis | 90.16 |
| Mean | 0.71681 |
| MAD | 1.3134 |
| Skewness | 7.0838 |
| Sum | 32250 |
| Variance | 8.9761 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 41219 | 82.4% | |
| 5 | 2359 | < 0.1% | |
| 10 | 770 | < 0.1% | |
| 15 | 348 | < 0.1% | |
| 20 | 133 | < 0.1% | |
| 25 | 78 | < 0.1% | |
| 30 | 48 | < 0.1% | |
| 35 | 18 | < 0.1% | |
| 40 | 11 | < 0.1% | |
| 45 | 3 | < 0.1% | |
| Other values (3) | 4 | < 0.1% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 41219 | 82.4% | |
| 5 | 2359 | < 0.1% | |
| 10 | 770 | < 0.1% | |
| 15 | 348 | < 0.1% | |
| 20 | 133 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 110 | 1 | < 0.1% | |
| 60 | 2 | < 0.1% | |
| 50 | 1 | < 0.1% | |
| 45 | 3 | < 0.1% | |
| 40 | 11 | < 0.1% |
Var36
Numeric
| Distinct count | 532 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.5955e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 2.4196e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1.5879e+05 |
| 95-th percentile | 9.0548e+05 |
| Maximum | 2.4196e+06 |
| Range | 2.4196e+06 |
| Interquartile range | 1.5879e+05 |
Descriptive statistics
| Standard deviation | 3.2772e+05 |
|---|---|
| Coef of variation | 2.0539 |
| Kurtosis | 9.2001 |
| Mean | 1.5955e+05 |
| MAD | 2.1941e+05 |
| Skewness | 2.823 |
| Sum | 1.9801e+08 |
| Variance | 1.074e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 692 | < 0.1% | |
| 3.456e+05 | 9 | < 0.1% | |
| 1.728e+05 | 8 | < 0.1% | |
| 5.184e+05 | 3 | < 0.1% | |
| 1.0368e+06 | 2 | < 0.1% | |
| 224 | 2 | < 0.1% | |
| 3670 | 1 | < 0.1% | |
| 8.0899e+05 | 1 | < 0.1% | |
| 2.35e+05 | 1 | < 0.1% | |
| 1.8579e+05 | 1 | < 0.1% | |
| Other values (521) | 521 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 692 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| 82 | 1 | < 0.1% | |
| 114 | 1 | < 0.1% | |
| 132 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.4196e+06 | 1 | < 0.1% | |
| 2.4192e+06 | 1 | < 0.1% | |
| 1.9538e+06 | 1 | < 0.1% | |
| 1.84e+06 | 1 | < 0.1% | |
| 1.8371e+06 | 1 | < 0.1% |
Var37
Numeric
| Distinct count | 551 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.4852e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 1.1635e+07 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 6.8323e+05 |
| 95-th percentile | 3.7248e+06 |
| Maximum | 1.1635e+07 |
| Range | 1.1635e+07 |
| Interquartile range | 6.8323e+05 |
Descriptive statistics
| Standard deviation | 1.3822e+06 |
|---|---|
| Coef of variation | 2.1313 |
| Kurtosis | 12.005 |
| Mean | 6.4852e+05 |
| MAD | 8.9896e+05 |
| Skewness | 3.1304 |
| Sum | 1.024e+09 |
| Variance | 1.9105e+12 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 964 | < 0.1% | |
| 1.5552e+06 | 20 | < 0.1% | |
| 7.1283e+05 | 10 | < 0.1% | |
| 7.1284e+05 | 7 | < 0.1% | |
| 7.1282e+05 | 6 | < 0.1% | |
| 7.776e+05 | 5 | < 0.1% | |
| 1.4256e+06 | 5 | < 0.1% | |
| 5.4432e+06 | 5 | < 0.1% | |
| 3.1104e+06 | 5 | < 0.1% | |
| 1.5552e+06 | 4 | < 0.1% | |
| Other values (540) | 548 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 964 | < 0.1% | |
| 360 | 1 | < 0.1% | |
| 414 | 1 | < 0.1% | |
| 693 | 1 | < 0.1% | |
| 747 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.1635e+07 | 1 | < 0.1% | |
| 1.0675e+07 | 1 | < 0.1% | |
| 9.7506e+06 | 1 | < 0.1% | |
| 9.3312e+06 | 1 | < 0.1% | |
| 9.1987e+06 | 1 | < 0.1% |
Var38
Numeric
| Distinct count | 30833 |
|---|---|
| Unique (%) | 61.7% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.5791e+06 |
|---|---|
| Minimum | 0 |
| Maximum | 1.8847e+07 |
| Zeros (%) | 18.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7794 |
| Median | 1.2902e+06 |
| Q3 | 4.5709e+06 |
| 95-th percentile | 8.6e+06 |
| Maximum | 1.8847e+07 |
| Range | 1.8847e+07 |
| Interquartile range | 4.5632e+06 |
Descriptive statistics
| Standard deviation | 3.0101e+06 |
|---|---|
| Coef of variation | 1.1671 |
| Kurtosis | 0.5181 |
| Mean | 2.5791e+06 |
| MAD | 2.5285e+06 |
| Skewness | 1.0927 |
| Sum | 1.1604e+11 |
| Variance | 9.0606e+12 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 9405 | 18.8% | |
| 3.6288e+06 | 164 | < 0.1% | |
| 7.2576e+06 | 151 | < 0.1% | |
| 1.1405e+07 | 142 | < 0.1% | |
| 5.184e+05 | 130 | < 0.1% | |
| 1.5552e+06 | 122 | < 0.1% | |
| 2.0736e+06 | 105 | < 0.1% | |
| 1.0886e+07 | 87 | < 0.1% | |
| 1.0368e+06 | 81 | < 0.1% | |
| 4.6656e+06 | 80 | < 0.1% | |
| Other values (30822) | 34524 | 69.0% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 9405 | 18.8% | |
| 6 | 4 | < 0.1% | |
| 12 | 2 | < 0.1% | |
| 18 | 3 | < 0.1% | |
| 30 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.8847e+07 | 1 | < 0.1% | |
| 1.8175e+07 | 1 | < 0.1% | |
| 1.8144e+07 | 5 | < 0.1% | |
| 1.7209e+07 | 1 | < 0.1% | |
| 1.7127e+07 | 1 | < 0.1% |
Var39
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var4
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| 0.0 | 1561 |
|---|---|
| 9.0 | 15 |
| 18.0 | 2 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1561 | < 0.1% | |
| 9 | 15 | < 0.1% | |
| 18 | 2 | < 0.1% | |
| 27 | 1 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
| Max length | 4 |
|---|---|
| Mean length | 3.0001 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Var40
Highly correlated
This variable is highly correlated with Var178 and should be ignored for analysis
| Correlation | 0.95822 |
|---|
Var41
Numeric
| Distinct count | 37 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 26.654 |
|---|---|
| Minimum | 0 |
| Maximum | 728 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 7 |
| Q3 | 28 |
| 95-th percentile | 90.65 |
| Maximum | 728 |
| Range | 728 |
| Interquartile range | 28 |
Descriptive statistics
| Standard deviation | 61.846 |
|---|---|
| Coef of variation | 2.3203 |
| Kurtosis | 58.428 |
| Mean | 26.654 |
| MAD | 29.695 |
| Skewness | 6.6799 |
| Sum | 18711 |
| Variance | 3824.9 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 273 | < 0.1% | |
| 7 | 106 | < 0.1% | |
| 14 | 59 | < 0.1% | |
| 21 | 56 | < 0.1% | |
| 28 | 39 | < 0.1% | |
| 35 | 29 | < 0.1% | |
| 42 | 25 | < 0.1% | |
| 56 | 22 | < 0.1% | |
| 49 | 19 | < 0.1% | |
| 77 | 13 | < 0.1% | |
| Other values (26) | 61 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 273 | < 0.1% | |
| 7 | 106 | < 0.1% | |
| 14 | 59 | < 0.1% | |
| 21 | 56 | < 0.1% | |
| 28 | 39 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 728 | 1 | < 0.1% | |
| 658 | 1 | < 0.1% | |
| 623 | 1 | < 0.1% | |
| 469 | 1 | < 0.1% | |
| 392 | 1 | < 0.1% |
Var42
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var43
Highly correlated
This variable is highly correlated with Var40 and should be ignored for analysis
| Correlation | 0.91525 |
|---|
Var44
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.16683 |
|---|---|
| Minimum | 0 |
| Maximum | 135 |
| Zeros (%) | 88.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 135 |
| Range | 135 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.6293 |
|---|---|
| Coef of variation | 9.7663 |
| Kurtosis | 1270.3 |
| Mean | 0.16683 |
| MAD | 0.3287 |
| Skewness | 23.405 |
| Sum | 7506 |
| Variance | 2.6548 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 44321 | 88.6% | |
| 9 | 562 | < 0.1% | |
| 18 | 78 | < 0.1% | |
| 27 | 22 | < 0.1% | |
| 36 | 5 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| 135 | 1 | < 0.1% | |
| 72 | 1 | < 0.1% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 44321 | 88.6% | |
| 9 | 562 | < 0.1% | |
| 18 | 78 | < 0.1% | |
| 27 | 22 | < 0.1% | |
| 36 | 5 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 135 | 1 | < 0.1% | |
| 72 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| 36 | 5 | < 0.1% | |
| 27 | 22 | < 0.1% |
Var45
Numeric
| Distinct count | 344 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49656 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7256.1 |
|---|---|
| Minimum | 0 |
| Maximum | 60553 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 29.172 |
| Q1 | 1253.7 |
| Median | 4201.5 |
| Q3 | 10594 |
| 95-th percentile | 22806 |
| Maximum | 60553 |
| Range | 60553 |
| Interquartile range | 9340.2 |
Descriptive statistics
| Standard deviation | 8798.2 |
|---|---|
| Coef of variation | 1.2125 |
| Kurtosis | 10.161 |
| Mean | 7256.1 |
| MAD | 6210.7 |
| Skewness | 2.6238 |
| Sum | 2.4961e+06 |
| Variance | 7.7408e+07 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 2985.6 | 2 | < 0.1% | |
| 166.88 | 1 | < 0.1% | |
| 867.86 | 1 | < 0.1% | |
| 2885 | 1 | < 0.1% | |
| 4640.4 | 1 | < 0.1% | |
| 1321.7 | 1 | < 0.1% | |
| 1090.2 | 1 | < 0.1% | |
| 11922 | 1 | < 0.1% | |
| 4803.4 | 1 | < 0.1% | |
| 142.9 | 1 | < 0.1% | |
| Other values (333) | 333 | < 0.1% | |
| (Missing) | 49656 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 0.46 | 1 | < 0.1% | |
| 0.56 | 1 | < 0.1% | |
| 1.74 | 1 | < 0.1% | |
| 2.2 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 60553 | 1 | < 0.1% | |
| 59666 | 1 | < 0.1% | |
| 49278 | 1 | < 0.1% | |
| 47136 | 1 | < 0.1% | |
| 45093 | 1 | < 0.1% |
Var46
Numeric
| Distinct count | 51 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.796 |
|---|---|
| Minimum | 0 |
| Maximum | 1668 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 16 |
| 95-th percentile | 64 |
| Maximum | 1668 |
| Range | 1668 |
| Interquartile range | 16 |
Descriptive statistics
| Standard deviation | 70.817 |
|---|---|
| Coef of variation | 4.2163 |
| Kurtosis | 352.96 |
| Mean | 16.796 |
| MAD | 22.118 |
| Skewness | 16.978 |
| Sum | 20844 |
| Variance | 5015.1 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 692 | < 0.1% | |
| 8 | 89 | < 0.1% | |
| 4 | 81 | < 0.1% | |
| 12 | 52 | < 0.1% | |
| 20 | 42 | < 0.1% | |
| 16 | 41 | < 0.1% | |
| 24 | 37 | < 0.1% | |
| 28 | 29 | < 0.1% | |
| 32 | 25 | < 0.1% | |
| 44 | 21 | < 0.1% | |
| Other values (40) | 132 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 692 | < 0.1% | |
| 4 | 81 | < 0.1% | |
| 8 | 89 | < 0.1% | |
| 12 | 52 | < 0.1% | |
| 16 | 41 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1668 | 1 | < 0.1% | |
| 1372 | 1 | < 0.1% | |
| 676 | 1 | < 0.1% | |
| 428 | 1 | < 0.1% | |
| 340 | 1 | < 0.1% |
Var47
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.188 |
|---|---|
| Minimum | 0 |
| Maximum | 168 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 16 |
| Maximum | 168 |
| Range | 168 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 10.191 |
|---|---|
| Coef of variation | 4.6575 |
| Kurtosis | 118.34 |
| Mean | 2.188 |
| MAD | 3.9148 |
| Skewness | 9.2939 |
| Sum | 1536 |
| Variance | 103.85 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 628 | < 0.1% | |
| 8 | 36 | < 0.1% | |
| 16 | 18 | < 0.1% | |
| 24 | 7 | < 0.1% | |
| 32 | 5 | < 0.1% | |
| 64 | 3 | < 0.1% | |
| 56 | 1 | < 0.1% | |
| 48 | 1 | < 0.1% | |
| 168 | 1 | < 0.1% | |
| 88 | 1 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 628 | < 0.1% | |
| 8 | 36 | < 0.1% | |
| 16 | 18 | < 0.1% | |
| 24 | 7 | < 0.1% | |
| 32 | 5 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 168 | 1 | < 0.1% | |
| 88 | 1 | < 0.1% | |
| 80 | 1 | < 0.1% | |
| 64 | 3 | < 0.1% | |
| 56 | 1 | < 0.1% |
Var48
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var49
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| 0.0 | 1225 |
|---|---|
| 6.0 | 14 |
| 18.0 | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1225 | < 0.1% | |
| 6 | 14 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
| Max length | 4 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Var5
Numeric
| Distinct count | 572 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.3879e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 6.0486e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1.1874e+05 |
| 95-th percentile | 1.3663e+06 |
| Maximum | 6.0486e+06 |
| Range | 6.0486e+06 |
| Interquartile range | 1.1874e+05 |
Descriptive statistics
| Standard deviation | 6.4413e+05 |
|---|---|
| Coef of variation | 2.6974 |
| Kurtosis | 22.843 |
| Mean | 2.3879e+05 |
| MAD | 3.5057e+05 |
| Skewness | 4.3293 |
| Sum | 3.5509e+08 |
| Variance | 4.149e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 898 | < 0.1% | |
| 4.32e+05 | 9 | < 0.1% | |
| 8.64e+05 | 5 | < 0.1% | |
| 3.024e+06 | 4 | < 0.1% | |
| 62160 | 2 | < 0.1% | |
| 39580 | 2 | < 0.1% | |
| 1.296e+06 | 2 | < 0.1% | |
| 2.592e+06 | 2 | < 0.1% | |
| 1.5288e+05 | 1 | < 0.1% | |
| 1.1722e+05 | 1 | < 0.1% | |
| Other values (561) | 561 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 898 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| 100 | 1 | < 0.1% | |
| 250 | 1 | < 0.1% | |
| 255 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0486e+06 | 1 | < 0.1% | |
| 6.048e+06 | 1 | < 0.1% | |
| 5.1002e+06 | 1 | < 0.1% | |
| 4.752e+06 | 1 | < 0.1% | |
| 4.642e+06 | 1 | < 0.1% |
Var50
Numeric
| Distinct count | 64 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 35.691 |
|---|---|
| Minimum | 0 |
| Maximum | 1660 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 5 |
| 95-th percentile | 190 |
| Maximum | 1660 |
| Range | 1660 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 127.03 |
|---|---|
| Coef of variation | 3.5593 |
| Kurtosis | 66.324 |
| Mean | 35.691 |
| MAD | 55.913 |
| Skewness | 7.0441 |
| Sum | 25055 |
| Variance | 16138 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 516 | < 0.1% | |
| 15 | 18 | < 0.1% | |
| 20 | 12 | < 0.1% | |
| 5 | 12 | < 0.1% | |
| 30 | 12 | < 0.1% | |
| 80 | 7 | < 0.1% | |
| 40 | 7 | < 0.1% | |
| 45 | 7 | < 0.1% | |
| 10 | 6 | < 0.1% | |
| 35 | 6 | < 0.1% | |
| Other values (53) | 99 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 516 | < 0.1% | |
| 5 | 12 | < 0.1% | |
| 10 | 6 | < 0.1% | |
| 15 | 18 | < 0.1% | |
| 20 | 12 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1660 | 1 | < 0.1% | |
| 1395 | 1 | < 0.1% | |
| 995 | 1 | < 0.1% | |
| 800 | 1 | < 0.1% | |
| 740 | 1 | < 0.1% |
Var51
Numeric
| Distinct count | 3562 |
|---|---|
| Unique (%) | 7.1% |
| Missing (%) | 92.5% |
| Missing (n) | 46253 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 43652 |
|---|---|
| Minimum | 0 |
| Maximum | 3.4781e+05 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 70.472 |
| Q1 | 2983 |
| Median | 10270 |
| Q3 | 48780 |
| 95-th percentile | 2.2632e+05 |
| Maximum | 3.4781e+05 |
| Range | 3.4781e+05 |
| Interquartile range | 45797 |
Descriptive statistics
| Standard deviation | 71229 |
|---|---|
| Coef of variation | 1.6318 |
| Kurtosis | 4.0208 |
| Mean | 43652 |
| MAD | 50420 |
| Skewness | 2.1702 |
| Sum | 1.6356e+08 |
| Variance | 5.0736e+09 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 162 | < 0.1% | |
| 11520 | 4 | < 0.1% | |
| 1.6128e+05 | 3 | < 0.1% | |
| 80640 | 3 | < 0.1% | |
| 10560 | 3 | < 0.1% | |
| 1326.4 | 2 | < 0.1% | |
| 2.1777e+05 | 2 | < 0.1% | |
| 184.96 | 2 | < 0.1% | |
| 5627.3 | 2 | < 0.1% | |
| 1217 | 2 | < 0.1% | |
| Other values (3551) | 3562 | 7.1% | |
| (Missing) | 46253 | 92.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 162 | < 0.1% | |
| 0.4 | 1 | < 0.1% | |
| 0.96 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.4781e+05 | 1 | < 0.1% | |
| 3.438e+05 | 1 | < 0.1% | |
| 3.4169e+05 | 1 | < 0.1% | |
| 3.4085e+05 | 1 | < 0.1% | |
| 3.4007e+05 | 1 | < 0.1% |
Var52
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var53
Numeric
| Distinct count | 398 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.5433e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 1.2513e+07 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 74884 |
| Q3 | 7.188e+05 |
| 95-th percentile | 3.1732e+06 |
| Maximum | 1.2513e+07 |
| Range | 1.2513e+07 |
| Interquartile range | 7.188e+05 |
Descriptive statistics
| Standard deviation | 1.3794e+06 |
|---|---|
| Coef of variation | 2.1081 |
| Kurtosis | 21.303 |
| Mean | 6.5433e+05 |
| MAD | 8.1825e+05 |
| Skewness | 4.0063 |
| Sum | 4.5934e+08 |
| Variance | 1.9028e+12 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 286 | < 0.1% | |
| 7.776e+05 | 8 | < 0.1% | |
| 3.1104e+06 | 6 | < 0.1% | |
| 5.4432e+06 | 3 | < 0.1% | |
| 3.888e+06 | 2 | < 0.1% | |
| 7.1282e+05 | 2 | < 0.1% | |
| 1.5552e+06 | 2 | < 0.1% | |
| 1.0886e+07 | 2 | < 0.1% | |
| 6.2208e+06 | 2 | < 0.1% | |
| 2.3328e+06 | 2 | < 0.1% | |
| Other values (387) | 387 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 286 | < 0.1% | |
| 351 | 1 | < 0.1% | |
| 360 | 1 | < 0.1% | |
| 432 | 1 | < 0.1% | |
| 702 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.2513e+07 | 1 | < 0.1% | |
| 1.0886e+07 | 2 | < 0.1% | |
| 8.4057e+06 | 1 | < 0.1% | |
| 7.776e+06 | 1 | < 0.1% | |
| 6.9599e+06 | 1 | < 0.1% |
Var54
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.7897 |
|---|---|
| Minimum | 0 |
| Maximum | 32 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 8 |
| 95-th percentile | 16 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 5.8283 |
|---|---|
| Coef of variation | 1.2169 |
| Kurtosis | 0.02175 |
| Mean | 4.7897 |
| MAD | 5.1563 |
| Skewness | 0.92022 |
| Sum | 5944 |
| Variance | 33.969 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 668 | < 0.1% | |
| 8 | 412 | < 0.1% | |
| 16 | 153 | < 0.1% | |
| 24 | 7 | < 0.1% | |
| 32 | 1 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 668 | < 0.1% | |
| 8 | 412 | < 0.1% | |
| 16 | 153 | < 0.1% | |
| 24 | 7 | < 0.1% | |
| 32 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 32 | 1 | < 0.1% | |
| 24 | 7 | < 0.1% | |
| 16 | 153 | < 0.1% | |
| 8 | 412 | < 0.1% | |
| 0 | 668 | < 0.1% |
Var55
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var56
Numeric
| Distinct count | 196 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49354 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 87965 |
|---|---|
| Minimum | 0 |
| Maximum | 3.013e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 45491 |
| 95-th percentile | 4.32e+05 |
| Maximum | 3.013e+06 |
| Range | 3.013e+06 |
| Interquartile range | 45491 |
Descriptive statistics
| Standard deviation | 2.7389e+05 |
|---|---|
| Coef of variation | 3.1136 |
| Kurtosis | 46.571 |
| Mean | 87965 |
| MAD | 1.3149e+05 |
| Skewness | 6.0433 |
| Sum | 5.6825e+07 |
| Variance | 7.5013e+10 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 434 | < 0.1% | |
| 4.32e+05 | 17 | < 0.1% | |
| 8.64e+05 | 3 | < 0.1% | |
| 1.5205e+05 | 1 | < 0.1% | |
| 17065 | 1 | < 0.1% | |
| 84630 | 1 | < 0.1% | |
| 725 | 1 | < 0.1% | |
| 1.0904e+05 | 1 | < 0.1% | |
| 1.5244e+05 | 1 | < 0.1% | |
| 1.8520e+05 | 1 | < 0.1% | |
| Other values (185) | 185 | < 0.1% | |
| (Missing) | 49354 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 434 | < 0.1% | |
| 240 | 1 | < 0.1% | |
| 290 | 1 | < 0.1% | |
| 630 | 1 | < 0.1% | |
| 725 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.013e+06 | 1 | < 0.1% | |
| 2.6711e+06 | 1 | < 0.1% | |
| 2.193e+06 | 1 | < 0.1% | |
| 1.9706e+06 | 1 | < 0.1% | |
| 1.8913e+06 | 1 | < 0.1% |
Var57
Numeric
| Distinct count | 25614 |
|---|---|
| Unique (%) | 51.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.5123 |
|---|---|
| Minimum | 0.00021363 |
| Maximum | 7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.00021363 |
|---|---|
| 5-th percentile | 0.34735 |
| Q1 | 1.7432 |
| Median | 3.5147 |
| Q3 | 5.2647 |
| 95-th percentile | 6.6512 |
| Maximum | 7 |
| Range | 6.9998 |
| Interquartile range | 3.5216 |
Descriptive statistics
| Standard deviation | 2.0259 |
|---|---|
| Coef of variation | 0.57679 |
| Kurtosis | -1.2055 |
| Mean | 3.5123 |
| MAD | 1.7549 |
| Skewness | -0.0082019 |
| Sum | 1.7562e+05 |
| Variance | 4.1042 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 2.4636 | 9 | < 0.1% | |
| 0.082675 | 8 | < 0.1% | |
| 4.0002 | 8 | < 0.1% | |
| 1.2123 | 8 | < 0.1% | |
| 3.0998 | 8 | < 0.1% | |
| 6.078 | 8 | < 0.1% | |
| 0.50587 | 7 | < 0.1% | |
| 6.7244 | 7 | < 0.1% | |
| 4.7231 | 7 | < 0.1% | |
| 4.3717 | 7 | < 0.1% | |
| Other values (25604) | 49923 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.00021363 | 4 | < 0.1% | |
| 0.00064089 | 1 | < 0.1% | |
| 0.00085452 | 5 | < 0.1% | |
| 0.0012818 | 2 | < 0.1% | |
| 0.001709 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 4 | < 0.1% | |
| 6.9998 | 2 | < 0.1% | |
| 6.9996 | 1 | < 0.1% | |
| 6.9994 | 3 | < 0.1% | |
| 6.9991 | 2 | < 0.1% |
Var58
Numeric
| Distinct count | 245 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.6406e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 9.6768e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 70228 |
| 95-th percentile | 6.912e+05 |
| Maximum | 9.6768e+06 |
| Range | 9.6768e+06 |
| Interquartile range | 70228 |
Descriptive statistics
| Standard deviation | 6.4578e+05 |
|---|---|
| Coef of variation | 3.9362 |
| Kurtosis | 89.339 |
| Mean | 1.6406e+05 |
| MAD | 2.4749e+05 |
| Skewness | 8.2845 |
| Sum | 1.1517e+08 |
| Variance | 4.1703e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 446 | < 0.1% | |
| 6.912e+05 | 7 | < 0.1% | |
| 1.3824e+06 | 4 | < 0.1% | |
| 4.8384e+06 | 3 | < 0.1% | |
| 2.1866e+05 | 2 | < 0.1% | |
| 2.1768e+05 | 2 | < 0.1% | |
| 3.039e+05 | 1 | < 0.1% | |
| 1.3547e+05 | 1 | < 0.1% | |
| 92720 | 1 | < 0.1% | |
| 21016 | 1 | < 0.1% | |
| Other values (234) | 234 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 446 | < 0.1% | |
| 832 | 1 | < 0.1% | |
| 1248 | 1 | < 0.1% | |
| 1440 | 1 | < 0.1% | |
| 2200 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9.6768e+06 | 1 | < 0.1% | |
| 4.9151e+06 | 1 | < 0.1% | |
| 4.902e+06 | 1 | < 0.1% | |
| 4.8384e+06 | 3 | < 0.1% | |
| 3.983e+06 | 1 | < 0.1% |
Var59
Numeric
| Distinct count | 567 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49180 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.146e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 5.4432e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1.5725e+05 |
| Q3 | 5.3199e+05 |
| 95-th percentile | 1.5922e+06 |
| Maximum | 5.4432e+06 |
| Range | 5.4432e+06 |
| Interquartile range | 5.3199e+05 |
Descriptive statistics
| Standard deviation | 7.6737e+05 |
|---|---|
| Coef of variation | 1.8509 |
| Kurtosis | 20.472 |
| Mean | 4.146e+05 |
| MAD | 4.3217e+05 |
| Skewness | 4.112 |
| Sum | 3.3997e+08 |
| Variance | 5.8886e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 240 | < 0.1% | |
| 7.776e+05 | 10 | < 0.1% | |
| 5.4432e+06 | 6 | < 0.1% | |
| 1890 | 2 | < 0.1% | |
| 41419 | 1 | < 0.1% | |
| 2.6046e+05 | 1 | < 0.1% | |
| 66525 | 1 | < 0.1% | |
| 4763.2 | 1 | < 0.1% | |
| 1.1713e+05 | 1 | < 0.1% | |
| 2530.7 | 1 | < 0.1% | |
| Other values (556) | 556 | < 0.1% | |
| (Missing) | 49180 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 240 | < 0.1% | |
| 36 | 1 | < 0.1% | |
| 450 | 1 | < 0.1% | |
| 756 | 1 | < 0.1% | |
| 828 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.4432e+06 | 6 | < 0.1% | |
| 5.3095e+06 | 1 | < 0.1% | |
| 4.8081e+06 | 1 | < 0.1% | |
| 4.7858e+06 | 1 | < 0.1% | |
| 4.4233e+06 | 1 | < 0.1% |
Var6
Numeric
| Distinct count | 1487 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 11.1% |
| Missing (n) | 5529 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1326.4 |
|---|---|
| Minimum | 0 |
| Maximum | 1.3176e+05 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 56 |
| Q1 | 518 |
| Median | 861 |
| Q3 | 1428 |
| 95-th percentile | 3598 |
| Maximum | 1.3176e+05 |
| Range | 1.3176e+05 |
| Interquartile range | 910 |
Descriptive statistics
| Standard deviation | 2685.7 |
|---|---|
| Coef of variation | 2.0247 |
| Kurtosis | 686.5 |
| Mean | 1326.4 |
| MAD | 975.79 |
| Skewness | 20.527 |
| Sum | 5.8988e+07 |
| Variance | 7.213e+06 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 976 | < 0.1% | |
| 777 | 364 | < 0.1% | |
| 805 | 361 | < 0.1% | |
| 798 | 359 | < 0.1% | |
| 791 | 357 | < 0.1% | |
| 812 | 351 | < 0.1% | |
| 833 | 335 | < 0.1% | |
| 784 | 331 | < 0.1% | |
| 826 | 329 | < 0.1% | |
| 840 | 323 | < 0.1% | |
| Other values (1476) | 40385 | 80.8% | |
| (Missing) | 5529 | 11.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 976 | < 0.1% | |
| 7 | 148 | < 0.1% | |
| 14 | 196 | < 0.1% | |
| 21 | 167 | < 0.1% | |
| 28 | 160 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.3176e+05 | 1 | < 0.1% | |
| 1.1504e+05 | 1 | < 0.1% | |
| 1.1408e+05 | 1 | < 0.1% | |
| 1.1067e+05 | 1 | < 0.1% | |
| 1.1028e+05 | 1 | < 0.1% |
Var60
Highly correlated
This variable is highly correlated with Var157 and should be ignored for analysis
| Correlation | 0.92482 |
|---|
Var61
Highly correlated
This variable is highly correlated with Var23 and should be ignored for analysis
| Correlation | 0.97641 |
|---|
Var62
Highly correlated
This variable is highly correlated with Var12 and should be ignored for analysis
| Correlation | 0.95834 |
|---|
Var63
Highly correlated
This variable is highly correlated with Var156 and should be ignored for analysis
| Correlation | 0.94989 |
|---|
Var64
Numeric
| Distinct count | 234 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49762 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 26526 |
|---|---|
| Minimum | 0 |
| Maximum | 2.2373e+05 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 168.39 |
| Q1 | 3916.9 |
| Median | 14755 |
| Q3 | 39063 |
| 95-th percentile | 85916 |
| Maximum | 2.2373e+05 |
| Range | 2.2373e+05 |
| Interquartile range | 35146 |
Descriptive statistics
| Standard deviation | 32764 |
|---|---|
| Coef of variation | 1.2352 |
| Kurtosis | 9.2503 |
| Mean | 26526 |
| MAD | 22995 |
| Skewness | 2.5406 |
| Sum | 6.3133e+06 |
| Variance | 1.0735e+09 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 12960 | 5 | < 0.1% | |
| 0 | 2 | < 0.1% | |
| 18140 | 1 | < 0.1% | |
| 37826 | 1 | < 0.1% | |
| 5921.8 | 1 | < 0.1% | |
| 13455 | 1 | < 0.1% | |
| 38.52 | 1 | < 0.1% | |
| 7924.8 | 1 | < 0.1% | |
| 27172 | 1 | < 0.1% | |
| 3892.9 | 1 | < 0.1% | |
| Other values (223) | 223 | < 0.1% | |
| (Missing) | 49762 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 12.6 | 1 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 38.43 | 1 | < 0.1% | |
| 38.52 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.2373e+05 | 1 | < 0.1% | |
| 1.8318e+05 | 1 | < 0.1% | |
| 1.7106e+05 | 1 | < 0.1% | |
| 1.5612e+05 | 1 | < 0.1% | |
| 1.4327e+05 | 1 | < 0.1% |
Var65
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 11.1% |
| Missing (n) | 5539 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.869 |
|---|---|
| Minimum | 9 |
| Maximum | 180 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 9 |
| Median | 9 |
| Q3 | 18 |
| 95-th percentile | 36 |
| Maximum | 180 |
| Range | 171 |
| Interquartile range | 9 |
Descriptive statistics
| Standard deviation | 10.134 |
|---|---|
| Coef of variation | 0.68159 |
| Kurtosis | 8.0476 |
| Mean | 14.869 |
| MAD | 7.6194 |
| Skewness | 2.2966 |
| Sum | 6.6109e+05 |
| Variance | 102.71 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 9 | 28861 | 57.7% | |
| 18 | 8221 | 16.4% | |
| 27 | 3681 | 7.4% | |
| 36 | 2073 | < 0.1% | |
| 45 | 1250 | < 0.1% | |
| 54 | 221 | < 0.1% | |
| 63 | 87 | < 0.1% | |
| 72 | 29 | < 0.1% | |
| 81 | 16 | < 0.1% | |
| 90 | 8 | < 0.1% | |
| Other values (5) | 14 | < 0.1% | |
| (Missing) | 5539 | 11.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 9 | 28861 | 57.7% | |
| 18 | 8221 | 16.4% | |
| 27 | 3681 | 7.4% | |
| 36 | 2073 | < 0.1% | |
| 45 | 1250 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 180 | 1 | < 0.1% | |
| 126 | 2 | < 0.1% | |
| 117 | 2 | < 0.1% | |
| 108 | 2 | < 0.1% | |
| 99 | 7 | < 0.1% |
Var66
Highly correlated
This variable is highly correlated with Var63 and should be ignored for analysis
| Correlation | 0.94989 |
|---|
Var67
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| 0.0 | 1482 |
|---|---|
| 5.0 | 5 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1482 | < 0.1% | |
| 5 | 5 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Var68
Highly correlated
This variable is highly correlated with Var46 and should be ignored for analysis
| Correlation | 0.905 |
|---|
Var69
Numeric
| Distinct count | 839 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.5319e+06 |
|---|---|
| Minimum | 0 |
| Maximum | 1.8742e+07 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 4.8064e+05 |
| Q3 | 6.2415e+06 |
| 95-th percentile | 1.4168e+07 |
| Maximum | 1.8742e+07 |
| Range | 1.8742e+07 |
| Interquartile range | 6.2415e+06 |
Descriptive statistics
| Standard deviation | 4.9377e+06 |
|---|---|
| Coef of variation | 1.398 |
| Kurtosis | 0.47538 |
| Mean | 3.5319e+06 |
| MAD | 4.0846e+06 |
| Skewness | 1.2904 |
| Sum | 5.252e+09 |
| Variance | 2.4381e+13 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 640 | < 0.1% | |
| 1.0886e+07 | 4 | < 0.1% | |
| 5.4432e+06 | 3 | < 0.1% | |
| 7.776e+05 | 3 | < 0.1% | |
| 2.3328e+06 | 3 | < 0.1% | |
| 8.5536e+06 | 2 | < 0.1% | |
| 1.0843e+07 | 1 | < 0.1% | |
| 6.9941e+06 | 1 | < 0.1% | |
| 3.2347e+06 | 1 | < 0.1% | |
| 1.7483e+06 | 1 | < 0.1% | |
| Other values (828) | 828 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 640 | < 0.1% | |
| 27 | 1 | < 0.1% | |
| 36 | 1 | < 0.1% | |
| 540 | 1 | < 0.1% | |
| 918 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.8742e+07 | 1 | < 0.1% | |
| 1.8735e+07 | 1 | < 0.1% | |
| 1.867e+07 | 1 | < 0.1% | |
| 1.8569e+07 | 1 | < 0.1% | |
| 1.8345e+07 | 1 | < 0.1% |
Var7
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 11.1% |
| Missing (n) | 5539 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.8095 |
|---|---|
| Minimum | 0 |
| Maximum | 140 |
| Zeros (%) | 26.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 7 |
| Q3 | 7 |
| 95-th percentile | 21 |
| Maximum | 140 |
| Range | 140 |
| Interquartile range | 7 |
Descriptive statistics
| Standard deviation | 6.3261 |
|---|---|
| Coef of variation | 0.929 |
| Kurtosis | 7.3812 |
| Mean | 6.8095 |
| MAD | 4.0096 |
| Skewness | 1.5926 |
| Sum | 3.0276e+05 |
| Variance | 40.019 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 7 | 23530 | 47.1% | |
| 0 | 13090 | 26.2% | |
| 14 | 5049 | 10.1% | |
| 21 | 1825 | < 0.1% | |
| 28 | 703 | < 0.1% | |
| 35 | 262 | < 0.1% | |
| 140 | 1 | < 0.1% | |
| 42 | 1 | < 0.1% | |
| (Missing) | 5539 | 11.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 13090 | 26.2% | |
| 7 | 23530 | 47.1% | |
| 14 | 5049 | 10.1% | |
| 21 | 1825 | < 0.1% | |
| 28 | 703 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 140 | 1 | < 0.1% | |
| 42 | 1 | < 0.1% | |
| 35 | 262 | < 0.1% | |
| 28 | 703 | < 0.1% | |
| 21 | 1825 | < 0.1% |
Var70
Numeric
| Distinct count | 522 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.0034e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 6.1897e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 3.6739e+05 |
| 95-th percentile | 2.231e+06 |
| Maximum | 6.1897e+06 |
| Range | 6.1897e+06 |
| Interquartile range | 3.6739e+05 |
Descriptive statistics
| Standard deviation | 8.0968e+05 |
|---|---|
| Coef of variation | 2.0225 |
| Kurtosis | 7.319 |
| Mean | 4.0034e+05 |
| MAD | 5.6029e+05 |
| Skewness | 2.5773 |
| Sum | 5.9531e+08 |
| Variance | 6.5558e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 907 | < 0.1% | |
| 1.8144e+06 | 18 | < 0.1% | |
| 2.592e+05 | 14 | < 0.1% | |
| 1.296e+06 | 10 | < 0.1% | |
| 5.184e+05 | 8 | < 0.1% | |
| 3.6288e+06 | 6 | < 0.1% | |
| 1.5552e+06 | 4 | < 0.1% | |
| 2.592e+06 | 3 | < 0.1% | |
| 7.776e+05 | 3 | < 0.1% | |
| 3.888e+06 | 2 | < 0.1% | |
| Other values (511) | 512 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 907 | < 0.1% | |
| 129 | 1 | < 0.1% | |
| 324 | 1 | < 0.1% | |
| 498 | 1 | < 0.1% | |
| 735 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.1897e+06 | 1 | < 0.1% | |
| 5.4432e+06 | 1 | < 0.1% | |
| 4.3907e+06 | 1 | < 0.1% | |
| 4.3761e+06 | 1 | < 0.1% | |
| 4.0624e+06 | 1 | < 0.1% |
Var71
Highly correlated
This variable is highly correlated with Var61 and should be ignored for analysis
| Correlation | 0.94838 |
|---|
Var72
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 44.8% |
| Missing (n) | 22380 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.1907 |
|---|---|
| Minimum | 3 |
| Maximum | 24 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| Median | 3 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 24 |
| Range | 21 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.3048 |
|---|---|
| Coef of variation | 0.54998 |
| Kurtosis | 5.9733 |
| Mean | 4.1907 |
| MAD | 1.7383 |
| Skewness | 2.3086 |
| Sum | 1.1575e+05 |
| Variance | 5.312 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 3 | 20162 | 40.3% | |
| 6 | 5017 | 10.0% | |
| 9 | 1619 | < 0.1% | |
| 12 | 607 | < 0.1% | |
| 15 | 198 | < 0.1% | |
| 18 | 10 | < 0.1% | |
| 21 | 5 | < 0.1% | |
| 24 | 2 | < 0.1% | |
| (Missing) | 22380 | 44.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3 | 20162 | 40.3% | |
| 6 | 5017 | 10.0% | |
| 9 | 1619 | < 0.1% | |
| 12 | 607 | < 0.1% | |
| 15 | 198 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 24 | 2 | < 0.1% | |
| 21 | 5 | < 0.1% | |
| 18 | 10 | < 0.1% | |
| 15 | 198 | < 0.1% | |
| 12 | 607 | < 0.1% |
Var73
Numeric
| Distinct count | 131 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 66.641 |
|---|---|
| Minimum | 4 |
| Maximum | 264 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 24 |
| Median | 52 |
| Q3 | 102 |
| 95-th percentile | 172 |
| Maximum | 264 |
| Range | 260 |
| Interquartile range | 78 |
Descriptive statistics
| Standard deviation | 52.859 |
|---|---|
| Coef of variation | 0.79319 |
| Kurtosis | -0.019577 |
| Mean | 66.641 |
| MAD | 43.755 |
| Skewness | 0.9151 |
| Sum | 3.3321e+06 |
| Variance | 2794.1 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 8 | 1579 | < 0.1% | |
| 16 | 1520 | < 0.1% | |
| 10 | 1487 | < 0.1% | |
| 34 | 1315 | < 0.1% | |
| 32 | 1302 | < 0.1% | |
| 12 | 1294 | < 0.1% | |
| 14 | 1266 | < 0.1% | |
| 18 | 1258 | < 0.1% | |
| 6 | 1242 | < 0.1% | |
| 28 | 1198 | < 0.1% | |
| Other values (121) | 36539 | 73.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4 | 701 | < 0.1% | |
| 6 | 1242 | < 0.1% | |
| 8 | 1579 | < 0.1% | |
| 10 | 1487 | < 0.1% | |
| 12 | 1294 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 264 | 5 | < 0.1% | |
| 262 | 5 | < 0.1% | |
| 260 | 5 | < 0.1% | |
| 258 | 6 | < 0.1% | |
| 256 | 2 | < 0.1% |
Var74
Numeric
| Distinct count | 372 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 11.1% |
| Missing (n) | 5539 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 103.66 |
|---|---|
| Minimum | 0 |
| Maximum | 1.4216e+05 |
| Zeros (%) | 41.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 7 |
| Q3 | 84 |
| 95-th percentile | 469 |
| Maximum | 1.4216e+05 |
| Range | 1.4216e+05 |
| Interquartile range | 84 |
Descriptive statistics
| Standard deviation | 766.71 |
|---|---|
| Coef of variation | 7.3965 |
| Kurtosis | 26708 |
| Mean | 103.66 |
| MAD | 137.22 |
| Skewness | 148.08 |
| Sum | 4.6087e+06 |
| Variance | 5.8785e+05 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 20555 | 41.1% | |
| 7 | 2683 | 5.4% | |
| 14 | 1890 | < 0.1% | |
| 21 | 1491 | < 0.1% | |
| 28 | 1217 | < 0.1% | |
| 35 | 1075 | < 0.1% | |
| 42 | 867 | < 0.1% | |
| 49 | 745 | < 0.1% | |
| 56 | 704 | < 0.1% | |
| 63 | 626 | < 0.1% | |
| Other values (361) | 12608 | 25.2% | |
| (Missing) | 5539 | 11.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 20555 | 41.1% | |
| 7 | 2683 | 5.4% | |
| 14 | 1890 | < 0.1% | |
| 21 | 1491 | < 0.1% | |
| 28 | 1217 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.4216e+05 | 1 | < 0.1% | |
| 38213 | 1 | < 0.1% | |
| 27783 | 1 | < 0.1% | |
| 24752 | 1 | < 0.1% | |
| 13783 | 1 | < 0.1% |
Var75
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.4988 |
|---|---|
| Minimum | 0 |
| Maximum | 70 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 5 |
| Q3 | 10 |
| 95-th percentile | 25 |
| Maximum | 70 |
| Range | 70 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 8.6258 |
|---|---|
| Coef of variation | 1.3273 |
| Kurtosis | 7.6946 |
| Mean | 6.4988 |
| MAD | 6.1845 |
| Skewness | 2.294 |
| Sum | 8065 |
| Variance | 74.405 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 516 | < 0.1% | |
| 5 | 323 | < 0.1% | |
| 10 | 203 | < 0.1% | |
| 15 | 84 | < 0.1% | |
| 20 | 49 | < 0.1% | |
| 25 | 24 | < 0.1% | |
| 30 | 16 | < 0.1% | |
| 40 | 11 | < 0.1% | |
| 35 | 7 | < 0.1% | |
| 45 | 4 | < 0.1% | |
| Other values (3) | 4 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 516 | < 0.1% | |
| 5 | 323 | < 0.1% | |
| 10 | 203 | < 0.1% | |
| 15 | 84 | < 0.1% | |
| 20 | 49 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 70 | 1 | < 0.1% | |
| 65 | 1 | < 0.1% | |
| 50 | 2 | < 0.1% | |
| 45 | 4 | < 0.1% | |
| 40 | 11 | < 0.1% |
Var76
Numeric
| Distinct count | 29744 |
|---|---|
| Unique (%) | 59.5% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.4902e+06 |
|---|---|
| Minimum | 0 |
| Maximum | 1.9354e+07 |
| Zeros (%) | 14.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 89360 |
| Median | 8.82e+05 |
| Q3 | 2.3099e+06 |
| 95-th percentile | 4.8432e+06 |
| Maximum | 1.9354e+07 |
| Range | 1.9354e+07 |
| Interquartile range | 2.2205e+06 |
Descriptive statistics
| Standard deviation | 1.8537e+06 |
|---|---|
| Coef of variation | 1.244 |
| Kurtosis | 14.493 |
| Mean | 1.4902e+06 |
| MAD | 1.3466e+06 |
| Skewness | 2.7016 |
| Sum | 6.7044e+10 |
| Variance | 3.4362e+12 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7076 | 14.2% | |
| 1.3824e+06 | 916 | < 0.1% | |
| 2.7648e+06 | 751 | < 0.1% | |
| 5.5296e+06 | 553 | < 0.1% | |
| 4.8384e+06 | 427 | < 0.1% | |
| 4.1472e+06 | 426 | < 0.1% | |
| 6.912e+05 | 316 | < 0.1% | |
| 2.0736e+06 | 277 | < 0.1% | |
| 3.456e+06 | 274 | < 0.1% | |
| 6.2208e+06 | 230 | < 0.1% | |
| Other values (29733) | 33745 | 67.5% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7076 | 14.2% | |
| 8 | 4 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 32 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.9354e+07 | 37 | < 0.1% | |
| 1.9256e+07 | 1 | < 0.1% | |
| 1.9212e+07 | 1 | < 0.1% | |
| 1.9162e+07 | 1 | < 0.1% | |
| 1.8472e+07 | 1 | < 0.1% |
Var77
Highly correlated
This variable is highly correlated with Var66 and should be ignored for analysis
| Correlation | 0.94076 |
|---|
Var78
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.53471 |
|---|---|
| Minimum | 0 |
| Maximum | 39 |
| Zeros (%) | 82.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.1354 |
|---|---|
| Coef of variation | 3.9935 |
| Kurtosis | 39.335 |
| Mean | 0.53471 |
| MAD | 0.97602 |
| Skewness | 5.5341 |
| Sum | 24057 |
| Variance | 4.5598 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 41062 | 82.1% | |
| 3 | 1954 | < 0.1% | |
| 6 | 864 | < 0.1% | |
| 9 | 582 | < 0.1% | |
| 12 | 271 | < 0.1% | |
| 15 | 143 | < 0.1% | |
| 18 | 65 | < 0.1% | |
| 21 | 25 | < 0.1% | |
| 24 | 10 | < 0.1% | |
| 27 | 8 | < 0.1% | |
| Other values (3) | 7 | < 0.1% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 41062 | 82.1% | |
| 3 | 1954 | < 0.1% | |
| 6 | 864 | < 0.1% | |
| 9 | 582 | < 0.1% | |
| 12 | 271 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 39 | 1 | < 0.1% | |
| 33 | 2 | < 0.1% | |
| 30 | 4 | < 0.1% | |
| 27 | 8 | < 0.1% | |
| 24 | 10 | < 0.1% |
Var79
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var8
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Var80
Numeric
| Distinct count | 401 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 54421 |
|---|---|
| Minimum | 0 |
| Maximum | 3.6371e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 12056 |
| 95-th percentile | 3.0854e+05 |
| Maximum | 3.6371e+06 |
| Range | 3.6371e+06 |
| Interquartile range | 12056 |
Descriptive statistics
| Standard deviation | 1.8833e+05 |
|---|---|
| Coef of variation | 3.4606 |
| Kurtosis | 113.04 |
| Mean | 54421 |
| MAD | 84772 |
| Skewness | 8.4125 |
| Sum | 8.0924e+07 |
| Variance | 3.5468e+10 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1052 | < 0.1% | |
| 2.592e+05 | 20 | < 0.1% | |
| 5.184e+05 | 14 | < 0.1% | |
| 7.776e+05 | 3 | < 0.1% | |
| 4.7521e+05 | 2 | < 0.1% | |
| 2.376e+05 | 2 | < 0.1% | |
| 54768 | 1 | < 0.1% | |
| 1.0131e+05 | 1 | < 0.1% | |
| 62691 | 1 | < 0.1% | |
| 76296 | 1 | < 0.1% | |
| Other values (390) | 390 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1052 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| 405 | 1 | < 0.1% | |
| 585 | 1 | < 0.1% | |
| 786 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.6371e+06 | 1 | < 0.1% | |
| 2.0633e+06 | 1 | < 0.1% | |
| 1.8144e+06 | 1 | < 0.1% | |
| 1.6951e+06 | 1 | < 0.1% | |
| 1.4881e+06 | 1 | < 0.1% |
Var81
Numeric
| Distinct count | 43043 |
|---|---|
| Unique (%) | 86.1% |
| Missing (%) | 11.1% |
| Missing (n) | 5529 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0308e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 1.8144e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3160 |
| Q1 | 16357 |
| Median | 73523 |
| Q3 | 1.8198e+05 |
| 95-th percentile | 2.333e+05 |
| Maximum | 1.8144e+06 |
| Range | 1.8144e+06 |
| Interquartile range | 1.6562e+05 |
Descriptive statistics
| Standard deviation | 1.0627e+05 |
|---|---|
| Coef of variation | 1.0309 |
| Kurtosis | 25.08 |
| Mean | 1.0308e+05 |
| MAD | 81889 |
| Skewness | 3.0334 |
| Sum | 4.5843e+09 |
| Variance | 1.1294e+10 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 666 | < 0.1% | |
| 2.592e+05 | 4 | < 0.1% | |
| 2.1869e+05 | 3 | < 0.1% | |
| 1.9128e+05 | 3 | < 0.1% | |
| 2.2104e+05 | 3 | < 0.1% | |
| 1.8327e+05 | 3 | < 0.1% | |
| 1.2727e+05 | 3 | < 0.1% | |
| 1.7171e+05 | 3 | < 0.1% | |
| 2.2634e+05 | 3 | < 0.1% | |
| 57074 | 3 | < 0.1% | |
| Other values (43032) | 43777 | 87.6% | |
| (Missing) | 5529 | 11.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 666 | < 0.1% | |
| 47.061 | 1 | < 0.1% | |
| 90 | 1 | < 0.1% | |
| 118.49 | 1 | < 0.1% | |
| 123 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.8144e+06 | 1 | < 0.1% | |
| 1.8144e+06 | 2 | < 0.1% | |
| 1.7009e+06 | 1 | < 0.1% | |
| 1.5123e+06 | 1 | < 0.1% | |
| 1.4301e+06 | 1 | < 0.1% |
Var82
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| 3.0 | 640 |
|---|---|
| 0.0 | 628 |
| 6.0 | 296 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 3 | 640 | < 0.1% | |
| 0 | 628 | < 0.1% | |
| 6 | 296 | < 0.1% | |
| 9 | 15 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Var83
Numeric
| Distinct count | 196 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 20.024 |
|---|---|
| Minimum | 0 |
| Maximum | 6335 |
| Zeros (%) | 30.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 10 |
| Q3 | 25 |
| 95-th percentile | 45 |
| Maximum | 6335 |
| Range | 6335 |
| Interquartile range | 25 |
Descriptive statistics
| Standard deviation | 88.129 |
|---|---|
| Coef of variation | 4.4013 |
| Kurtosis | 1410.6 |
| Mean | 20.024 |
| MAD | 20.225 |
| Skewness | 30.927 |
| Sum | 9.0088e+05 |
| Variance | 7766.8 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 15356 | 30.7% | |
| 5 | 5288 | 10.6% | |
| 10 | 4950 | 9.9% | |
| 15 | 3650 | 7.3% | |
| 20 | 3649 | 7.3% | |
| 25 | 2950 | 5.9% | |
| 35 | 2168 | < 0.1% | |
| 30 | 2166 | < 0.1% | |
| 45 | 1376 | < 0.1% | |
| 40 | 1343 | < 0.1% | |
| Other values (185) | 2095 | < 0.1% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 15356 | 30.7% | |
| 5 | 5288 | 10.6% | |
| 10 | 4950 | 9.9% | |
| 15 | 3650 | 7.3% | |
| 20 | 3649 | 7.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6335 | 1 | < 0.1% | |
| 4985 | 1 | < 0.1% | |
| 4690 | 1 | < 0.1% | |
| 3375 | 1 | < 0.1% | |
| 3325 | 1 | < 0.1% |
Var84
Numeric
| Distinct count | 97 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48760 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 42.527 |
|---|---|
| Minimum | 0 |
| Maximum | 4160 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 184.2 |
| Maximum | 4160 |
| Range | 4160 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 243.24 |
|---|---|
| Coef of variation | 5.7197 |
| Kurtosis | 161.8 |
| Mean | 42.527 |
| MAD | 74.269 |
| Skewness | 11.403 |
| Sum | 52734 |
| Variance | 59168 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1035 | < 0.1% | |
| 4 | 22 | < 0.1% | |
| 8 | 14 | < 0.1% | |
| 16 | 7 | < 0.1% | |
| 20 | 6 | < 0.1% | |
| 12 | 6 | < 0.1% | |
| 36 | 6 | < 0.1% | |
| 40 | 6 | < 0.1% | |
| 44 | 5 | < 0.1% | |
| 52 | 5 | < 0.1% | |
| Other values (86) | 128 | < 0.1% | |
| (Missing) | 48760 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1035 | < 0.1% | |
| 4 | 22 | < 0.1% | |
| 8 | 14 | < 0.1% | |
| 12 | 6 | < 0.1% | |
| 16 | 7 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4160 | 1 | < 0.1% | |
| 4152 | 1 | < 0.1% | |
| 3028 | 1 | < 0.1% | |
| 2220 | 1 | < 0.1% | |
| 1840 | 1 | < 0.1% |
Var85
Numeric
| Distinct count | 150 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.0% |
| Missing (n) | 5009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.461 |
|---|---|
| Minimum | 0 |
| Maximum | 1178 |
| Zeros (%) | 26.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 4 |
| Q3 | 10 |
| 95-th percentile | 30 |
| Maximum | 1178 |
| Range | 1178 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 20.62 |
|---|---|
| Coef of variation | 2.4371 |
| Kurtosis | 638.97 |
| Mean | 8.461 |
| MAD | 8.4657 |
| Skewness | 18.143 |
| Sum | 3.8067e+05 |
| Variance | 425.2 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 13457 | 26.9% | |
| 4 | 5965 | 11.9% | |
| 2 | 5962 | 11.9% | |
| 6 | 4003 | 8.0% | |
| 8 | 3466 | 6.9% | |
| 10 | 2265 | < 0.1% | |
| 12 | 1864 | < 0.1% | |
| 14 | 1334 | < 0.1% | |
| 16 | 1223 | < 0.1% | |
| 18 | 833 | < 0.1% | |
| Other values (139) | 4619 | 9.2% | |
| (Missing) | 5009 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 13457 | 26.9% | |
| 2 | 5962 | 11.9% | |
| 4 | 5965 | 11.9% | |
| 6 | 4003 | 8.0% | |
| 8 | 3466 | 6.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1178 | 1 | < 0.1% | |
| 1038 | 1 | < 0.1% | |
| 932 | 1 | < 0.1% | |
| 704 | 1 | < 0.1% | |
| 632 | 1 | < 0.1% |
Var86
Numeric
| Distinct count | 449 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.8689e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 2.4258e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 56817 |
| Q3 | 3.7799e+05 |
| 95-th percentile | 1.2853e+06 |
| Maximum | 2.4258e+06 |
| Range | 2.4258e+06 |
| Interquartile range | 3.7799e+05 |
Descriptive statistics
| Standard deviation | 4.5878e+05 |
|---|---|
| Coef of variation | 1.5991 |
| Kurtosis | 4.5899 |
| Mean | 2.8689e+05 |
| MAD | 3.354e+05 |
| Skewness | 2.1263 |
| Sum | 2.014e+08 |
| Variance | 2.1048e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 240 | < 0.1% | |
| 1.728e+05 | 5 | < 0.1% | |
| 5.184e+05 | 5 | < 0.1% | |
| 1.2096e+06 | 5 | < 0.1% | |
| 6.912e+05 | 2 | < 0.1% | |
| 2.0736e+06 | 2 | < 0.1% | |
| 1.5552e+06 | 2 | < 0.1% | |
| 37744 | 1 | < 0.1% | |
| 38086 | 1 | < 0.1% | |
| 92332 | 1 | < 0.1% | |
| Other values (438) | 438 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 240 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 176 | 1 | < 0.1% | |
| 240 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.4258e+06 | 1 | < 0.1% | |
| 2.4192e+06 | 1 | < 0.1% | |
| 2.408e+06 | 1 | < 0.1% | |
| 2.2326e+06 | 1 | < 0.1% | |
| 2.2305e+06 | 1 | < 0.1% |
Var87
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.4245 |
|---|---|
| Minimum | 0 |
| Maximum | 28 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 7 |
| Q3 | 7 |
| 95-th percentile | 14 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range | 7 |
Descriptive statistics
| Standard deviation | 5.2508 |
|---|---|
| Coef of variation | 0.96799 |
| Kurtosis | -0.1269 |
| Mean | 5.4245 |
| MAD | 4.42 |
| Skewness | 0.59768 |
| Sum | 3808 |
| Variance | 27.571 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 7 | 294 | < 0.1% | |
| 0 | 286 | < 0.1% | |
| 14 | 118 | < 0.1% | |
| 21 | 2 | < 0.1% | |
| 28 | 2 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 286 | < 0.1% | |
| 7 | 294 | < 0.1% | |
| 14 | 118 | < 0.1% | |
| 21 | 2 | < 0.1% | |
| 28 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 28 | 2 | < 0.1% | |
| 21 | 2 | < 0.1% | |
| 14 | 118 | < 0.1% | |
| 7 | 294 | < 0.1% | |
| 0 | 286 | < 0.1% |
Var88
Highly correlated
This variable is highly correlated with Var145 and should be ignored for analysis
| Correlation | 1 |
|---|
Var89
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49354 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.517 |
|---|---|
| Minimum | 0 |
| Maximum | 300 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 6 |
| 95-th percentile | 24 |
| Maximum | 300 |
| Range | 300 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 17.209 |
|---|---|
| Coef of variation | 3.1192 |
| Kurtosis | 142.35 |
| Mean | 5.517 |
| MAD | 7.413 |
| Skewness | 9.8215 |
| Sum | 3564 |
| Variance | 296.14 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 434 | < 0.1% | |
| 6 | 109 | < 0.1% | |
| 12 | 45 | < 0.1% | |
| 24 | 16 | < 0.1% | |
| 18 | 13 | < 0.1% | |
| 30 | 11 | < 0.1% | |
| 42 | 5 | < 0.1% | |
| 90 | 3 | < 0.1% | |
| 36 | 2 | < 0.1% | |
| 72 | 2 | < 0.1% | |
| Other values (6) | 6 | < 0.1% | |
| (Missing) | 49354 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 434 | < 0.1% | |
| 6 | 109 | < 0.1% | |
| 12 | 45 | < 0.1% | |
| 18 | 13 | < 0.1% | |
| 24 | 16 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 300 | 1 | < 0.1% | |
| 138 | 1 | < 0.1% | |
| 96 | 1 | < 0.1% | |
| 90 | 3 | < 0.1% | |
| 78 | 1 | < 0.1% |
Var9
Highly correlated
This variable is highly correlated with Var77 and should be ignored for analysis
| Correlation | 0.94073 |
|---|
Var90
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49298 |
| 0.0 | 700 |
|---|---|
| 7.0 | 2 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 700 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| (Missing) | 49298 | > 99.9% |
Var91
Highly correlated
This variable is highly correlated with Var71 and should be ignored for analysis
| Correlation | 1 |
|---|
Var92
Numeric
| Distinct count | 170 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49829 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.7068e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 1.8654e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1928.5 |
| Q1 | 31297 |
| Median | 84938 |
| Q3 | 2.4666e+05 |
| 95-th percentile | 5.9603e+05 |
| Maximum | 1.8654e+06 |
| Range | 1.8654e+06 |
| Interquartile range | 2.1537e+05 |
Descriptive statistics
| Standard deviation | 2.2282e+05 |
|---|---|
| Coef of variation | 1.3055 |
| Kurtosis | 18.968 |
| Mean | 1.7068e+05 |
| MAD | 1.5565e+05 |
| Skewness | 3.2758 |
| Sum | 2.9186e+07 |
| Variance | 4.9649e+10 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 8225 | 2 | < 0.1% | |
| 21070 | 1 | < 0.1% | |
| 1.2552e+05 | 1 | < 0.1% | |
| 2.0182e+05 | 1 | < 0.1% | |
| 490 | 1 | < 0.1% | |
| 4.362e+05 | 1 | < 0.1% | |
| 1.6888e+05 | 1 | < 0.1% | |
| 1190 | 1 | < 0.1% | |
| 4.0289e+05 | 1 | < 0.1% | |
| Other values (159) | 159 | < 0.1% | |
| (Missing) | 49829 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 196 | 1 | < 0.1% | |
| 224 | 1 | < 0.1% | |
| 490 | 1 | < 0.1% | |
| 1092 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.8654e+06 | 1 | < 0.1% | |
| 7.2969e+05 | 1 | < 0.1% | |
| 7.0703e+05 | 1 | < 0.1% | |
| 6.5563e+05 | 1 | < 0.1% | |
| 6.5367e+05 | 1 | < 0.1% |
Var93
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| 2.0 | 1414 |
|---|---|
| 4.0 | 57 |
| 6.0 | 10 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 2 | 1414 | < 0.1% | |
| 4 | 57 | < 0.1% | |
| 6 | 10 | < 0.1% | |
| 8 | 6 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Var94
Numeric
| Distinct count | 20003 |
|---|---|
| Unique (%) | 40.0% |
| Missing (%) | 44.8% |
| Missing (n) | 22380 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 98671 |
|---|---|
| Minimum | 0 |
| Maximum | 5.6403e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 270 |
| Q1 | 8630.2 |
| Median | 41091 |
| Q3 | 1.1735e+05 |
| 95-th percentile | 3.7367e+05 |
| Maximum | 5.6403e+06 |
| Range | 5.6403e+06 |
| Interquartile range | 1.0872e+05 |
Descriptive statistics
| Standard deviation | 1.8063e+05 |
|---|---|
| Coef of variation | 1.8307 |
| Kurtosis | 105.69 |
| Mean | 98671 |
| MAD | 99293 |
| Skewness | 7.1716 |
| Sum | 2.7253e+09 |
| Variance | 3.2628e+10 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 517 | < 0.1% | |
| 36 | 38 | < 0.1% | |
| 72 | 31 | < 0.1% | |
| 108 | 30 | < 0.1% | |
| 144 | 28 | < 0.1% | |
| 216 | 26 | < 0.1% | |
| 84 | 23 | < 0.1% | |
| 60 | 23 | < 0.1% | |
| 24 | 22 | < 0.1% | |
| 96 | 22 | < 0.1% | |
| Other values (19992) | 26860 | 53.7% | |
| (Missing) | 22380 | 44.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 517 | < 0.1% | |
| 6 | 7 | < 0.1% | |
| 9 | 5 | < 0.1% | |
| 12 | 12 | < 0.1% | |
| 18 | 20 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.6403e+06 | 1 | < 0.1% | |
| 4.3666e+06 | 1 | < 0.1% | |
| 4.3541e+06 | 1 | < 0.1% | |
| 3.8693e+06 | 1 | < 0.1% | |
| 3.2568e+06 | 1 | < 0.1% |
Var95
Numeric
| Distinct count | 268 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0977e+05 |
|---|---|
| Minimum | 0 |
| Maximum | 3.6292e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 6.4121e+05 |
| Maximum | 3.6292e+06 |
| Range | 3.6292e+06 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.6009e+05 |
|---|---|
| Coef of variation | 3.2803 |
| Kurtosis | 37.461 |
| Mean | 1.0977e+05 |
| MAD | 1.7788e+05 |
| Skewness | 5.4366 |
| Sum | 1.3623e+08 |
| Variance | 1.2966e+11 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 942 | < 0.1% | |
| 1.0368e+06 | 20 | < 0.1% | |
| 5.184e+05 | 14 | < 0.1% | |
| 1.5552e+06 | 2 | < 0.1% | |
| 8.0093e+05 | 1 | < 0.1% | |
| 1.0835e+06 | 1 | < 0.1% | |
| 92676 | 1 | < 0.1% | |
| 8.7233e+05 | 1 | < 0.1% | |
| 17016 | 1 | < 0.1% | |
| 2.7223e+05 | 1 | < 0.1% | |
| Other values (257) | 257 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 942 | < 0.1% | |
| 456 | 1 | < 0.1% | |
| 468 | 1 | < 0.1% | |
| 564 | 1 | < 0.1% | |
| 648 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.6292e+06 | 1 | < 0.1% | |
| 3.6288e+06 | 1 | < 0.1% | |
| 3.392e+06 | 1 | < 0.1% | |
| 3.2054e+06 | 1 | < 0.1% | |
| 2.9267e+06 | 1 | < 0.1% |
Var96
Numeric
| Distinct count | 34 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48759 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.6463 |
|---|---|
| Minimum | 0 |
| Maximum | 498 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 4 |
| 95-th percentile | 20 |
| Maximum | 498 |
| Range | 498 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 21.232 |
|---|---|
| Coef of variation | 4.5697 |
| Kurtosis | 363.15 |
| Mean | 4.6463 |
| MAD | 6.3353 |
| Skewness | 17.405 |
| Sum | 5766 |
| Variance | 450.8 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 747 | < 0.1% | |
| 2 | 151 | < 0.1% | |
| 4 | 94 | < 0.1% | |
| 6 | 52 | < 0.1% | |
| 8 | 30 | < 0.1% | |
| 12 | 29 | < 0.1% | |
| 10 | 25 | < 0.1% | |
| 14 | 18 | < 0.1% | |
| 16 | 17 | < 0.1% | |
| 20 | 15 | < 0.1% | |
| Other values (23) | 63 | < 0.1% | |
| (Missing) | 48759 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 747 | < 0.1% | |
| 2 | 151 | < 0.1% | |
| 4 | 94 | < 0.1% | |
| 6 | 52 | < 0.1% | |
| 8 | 30 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 498 | 1 | < 0.1% | |
| 422 | 1 | < 0.1% | |
| 212 | 1 | < 0.1% | |
| 130 | 1 | < 0.1% | |
| 86 | 1 | < 0.1% |
Var97
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.91594 |
|---|---|
| Minimum | 0 |
| Maximum | 36 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.4042 |
|---|---|
| Coef of variation | 3.7166 |
| Kurtosis | 27.121 |
| Mean | 0.91594 |
| MAD | 1.6631 |
| Skewness | 4.7915 |
| Sum | 1362 |
| Variance | 11.588 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1350 | < 0.1% | |
| 6 | 85 | < 0.1% | |
| 12 | 25 | < 0.1% | |
| 18 | 19 | < 0.1% | |
| 24 | 6 | < 0.1% | |
| 30 | 1 | < 0.1% | |
| 36 | 1 | < 0.1% | |
| (Missing) | 48513 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1350 | < 0.1% | |
| 6 | 85 | < 0.1% | |
| 12 | 25 | < 0.1% | |
| 18 | 19 | < 0.1% | |
| 24 | 6 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 36 | 1 | < 0.1% | |
| 30 | 1 | < 0.1% | |
| 24 | 6 | < 0.1% | |
| 18 | 19 | < 0.1% | |
| 12 | 25 | < 0.1% |
Var98
Numeric
| Distinct count | 116 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 49442 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 21295 |
|---|---|
| Minimum | 0 |
| Maximum | 1.2454e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.2006e+05 |
| Maximum | 1.2454e+06 |
| Range | 1.2454e+06 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 83413 |
|---|---|
| Coef of variation | 3.917 |
| Kurtosis | 98.067 |
| Mean | 21295 |
| MAD | 35200 |
| Skewness | 8.438 |
| Sum | 1.1883e+07 |
| Variance | 6.9578e+09 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 440 | < 0.1% | |
| 3.456e+05 | 4 | < 0.1% | |
| 4580 | 2 | < 0.1% | |
| 456 | 1 | < 0.1% | |
| 2.0077e+05 | 1 | < 0.1% | |
| 1.3524e+05 | 1 | < 0.1% | |
| 54296 | 1 | < 0.1% | |
| 92224 | 1 | < 0.1% | |
| 1.517e+05 | 1 | < 0.1% | |
| 15628 | 1 | < 0.1% | |
| Other values (105) | 105 | < 0.1% | |
| (Missing) | 49442 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 440 | < 0.1% | |
| 240 | 1 | < 0.1% | |
| 456 | 1 | < 0.1% | |
| 624 | 1 | < 0.1% | |
| 1092 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.2454e+06 | 1 | < 0.1% | |
| 6.912e+05 | 1 | < 0.1% | |
| 5.796e+05 | 1 | < 0.1% | |
| 5.5103e+05 | 1 | < 0.1% | |
| 3.456e+05 | 4 | < 0.1% |
Var99
Numeric
| Distinct count | 48 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 48421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 26.28 |
|---|---|
| Minimum | 0 |
| Maximum | 2848 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 24 |
| 95-th percentile | 112 |
| Maximum | 2848 |
| Range | 2848 |
| Interquartile range | 24 |
Descriptive statistics
| Standard deviation | 94.595 |
|---|---|
| Coef of variation | 3.5995 |
| Kurtosis | 516.05 |
| Mean | 26.28 |
| MAD | 34.488 |
| Skewness | 18.861 |
| Sum | 41496 |
| Variance | 8948.2 |
| Memory size | 390.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 879 | < 0.1% | |
| 8 | 149 | < 0.1% | |
| 16 | 120 | < 0.1% | |
| 24 | 75 | < 0.1% | |
| 40 | 57 | < 0.1% | |
| 32 | 45 | < 0.1% | |
| 48 | 39 | < 0.1% | |
| 56 | 34 | < 0.1% | |
| 72 | 23 | < 0.1% | |
| 80 | 21 | < 0.1% | |
| Other values (37) | 137 | < 0.1% | |
| (Missing) | 48421 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 879 | < 0.1% | |
| 8 | 149 | < 0.1% | |
| 16 | 120 | < 0.1% | |
| 24 | 75 | < 0.1% | |
| 32 | 45 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2848 | 1 | < 0.1% | |
| 968 | 1 | < 0.1% | |
| 928 | 1 | < 0.1% | |
| 728 | 1 | < 0.1% | |
| 560 | 1 | < 0.1% |
Matrix
Count
Heatmap
